{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "86ad626a",
   "metadata": {},
   "source": [
    "## Test checkpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a428dca9",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f0d78245",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"0\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f30c0e9b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "from dac.model.dac2 import DAC\n",
    "\n",
    "from audiotools import AudioSignal\n",
    "from suno_utils.audio import Audio\n",
    "\n",
    "SAMPLE_RATE = 48_000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e0815f7c",
   "metadata": {},
   "outputs": [],
   "source": [
    "ckpt_dict = {\n",
    "    \"passthrough_25hz\": \"/app/suno/checkpoints/dac_vt/vt_run_lfq3/best/dac/weights.pth\",\n",
    "    \"glfq_25x8\": \"/app/suno/checkpoints/dac_vt/vt_run_lfq1/best/dac/weights.pth\",\n",
    "    \"glfq_25x16\": \"/app/suno/checkpoints/dac_vt/vt_run_lfq4/best/dac/weights.pth\",\n",
    "    \"vae_32cb_1e-1\": \"/app/suno/checkpoints/dac_vt/vt_run_vae1/latest/dac/weights.pth\",\n",
    "    \"vae_32cb_1e-4\": \"/app/suno/checkpoints/dac_vt/vt_run_vae_16cb/latest/dac/weights.pth\",\n",
    "    \"vae_64cb_1e-1\": \"/app/suno/checkpoints/dac_vt/vt_run_vae_64cb1e-1/latest/dac/weights.pth\",\n",
    "    \"vae_64cb_1e-2\": \"/app/suno/checkpoints/dac_vt/vt_run_vae_kl1e-2/best/dac/weights.pth\",\n",
    "    # \"vae_64cb_5e-2\": \"/app/suno/checkpoints/dac_vt/vt_run_vae_64cb_5e-2kl/latest/dac/weights.pth\",\n",
    "    \"100x16\": \"/app/suno/checkpoints/denc_chkp/run_41/best/dac/weights.pth\",\n",
    "    \"7B_25x12\": \"/home/victor/data/models/chirp_v2/dac_2c_25x12.pt\",\n",
    "    \"7B_vq_baseline\": \"/app/suno/checkpoints/dac_vt/vt_run_baseline/best/dac/weights.pth\",\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ff5f91d4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[8, 8, 5, 3, 2] 8\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 8, 'codebook_size': 4096, 'codebook_dim': 8, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'passthrough'}\n",
      "[8, 8, 5, 3, 2] 8\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 8, 'codebook_size': 4096, 'codebook_dim': 8, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'grouped_lfq'}\n",
      "[8, 8, 5, 3, 2] 16\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 16, 'codebook_size': 4096, 'codebook_dim': 8, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'grouped_lfq'}\n",
      "[8, 8, 5, 3, 2] 9\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 9, 'codebook_size': 1024, 'codebook_dim': 32, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'vae'}\n",
      "[8, 8, 5, 3, 2] 9\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 9, 'codebook_size': 1024, 'codebook_dim': 32, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'vae'}\n",
      "[8, 8, 5, 3, 2] 9\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 9, 'codebook_size': 1024, 'codebook_dim': 64, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'vae'}\n",
      "[8, 8, 5, 3, 2] 9\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 9, 'codebook_size': 1024, 'codebook_dim': 64, 'quantizer_dropout': False, 'sample_rate': 48000, 'quantizer_type': 'vae'}\n",
      "[8, 6, 5, 2] 16\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 5, 6, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 6, 5, 2], 'n_codebooks': 16, 'codebook_size': 1024, 'codebook_dim': 8, 'quantizer_dropout': False, 'sample_rate': 48000}\n",
      "[8, 8, 5, 3, 2] 12\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 12, 'codebook_size': 2048, 'codebook_dim': 8, 'quantizer_dropout': False, 'sample_rate': 48000}\n",
      "[8, 8, 5, 3, 2] 8\n",
      "{'encoder_dim': 64, 'encoder_rates': [2, 3, 5, 8, 8], 'latent_dim': 128, 'decoder_dim': 1536, 'decoder_rates': [8, 8, 5, 3, 2], 'n_codebooks': 8, 'codebook_size': 4096, 'codebook_dim': 8, 'quantizer_dropout': False, 'sample_rate': 48000}\n"
     ]
    }
   ],
   "source": [
    "model_dict = {}\n",
    "for k, ckpt_fp in ckpt_dict.items():\n",
    "    sd = torch.load(ckpt_fp, map_location=\"cpu\")\n",
    "    model = DAC(**sd[\"metadata\"][\"kwargs\"])\n",
    "    print(\n",
    "        sd[\"metadata\"][\"kwargs\"][\"decoder_rates\"],\n",
    "        sd[\"metadata\"][\"kwargs\"][\"n_codebooks\"],\n",
    "    )\n",
    "    print(sd[\"metadata\"][\"kwargs\"])\n",
    "    model.load_state_dict(sd[\"state_dict\"])\n",
    "    model.eval()\n",
    "    if torch.cuda.is_available():\n",
    "        model.to(\"cuda\")\n",
    "    model_dict[k] = model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f999d544",
   "metadata": {},
   "outputs": [],
   "source": [
    "@torch.no_grad()\n",
    "def cycle(model, audio_path, max_dur=10):\n",
    "    signal = AudioSignal(audio_path, device=model.device, duration=max_dur).resample(\n",
    "        SAMPLE_RATE\n",
    "    )\n",
    "    # print(signal.audio_data.shape)\n",
    "    audio_data = signal.audio_data\n",
    "    # if mono make stereo\n",
    "    if audio_data.shape[1] == 1:\n",
    "        if audio_data.device.type == \"cpu\":\n",
    "            audio_data = torch.repeat(audio_data, 2, axis=1)\n",
    "        elif audio_data.device.type == \"cuda\":\n",
    "            audio_data = torch.cat([audio_data, audio_data], dim=1)\n",
    "    recons = model(audio_data, signal.sample_rate)[\"audio\"]\n",
    "    recons = AudioSignal(recons, signal.sample_rate)\n",
    "    audio = Audio.from_array_float(recons.audio_data, sample_rate=SAMPLE_RATE)\n",
    "    return audio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6c75ac2e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/100 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 84872168-black-edgemaster-full.mp3, original\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: passthrough_25hz\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: glfq_25x8\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: glfq_25x16\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: 100x16\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: 7B_25x12\n",
      "Sample: 84872168-black-edgemaster-full.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  1%|          | 1/100 [00:05<09:08,  5.54s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, original\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: passthrough_25hz\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: glfq_25x8\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: glfq_25x16\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: 100x16\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: 7B_25x12\n",
      "Sample: 75891710-sports-reward-dramatic-slow-motion-epic-glorious-victory-2-6.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  2%|▏         | 2/100 [00:08<07:02,  4.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, original\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: passthrough_25hz\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: glfq_25x8\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: glfq_25x16\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: vae_32cb_1e-1\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: vae_32cb_1e-4\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: vae_64cb_1e-1\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: vae_64cb_1e-2\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: 100x16\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: 7B_25x12\n",
      "Sample: b5973755-75ba-4423-8877-2dfebc9ca486.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  3%|▎         | 3/100 [00:12<06:08,  3.80s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: E47M7hq9hrw.mp3, original\n",
      "Sample: E47M7hq9hrw.mp3, Model: passthrough_25hz\n",
      "Sample: E47M7hq9hrw.mp3, Model: glfq_25x8\n",
      "Sample: E47M7hq9hrw.mp3, Model: glfq_25x16\n",
      "Sample: E47M7hq9hrw.mp3, Model: vae_32cb_1e-1\n",
      "Sample: E47M7hq9hrw.mp3, Model: vae_32cb_1e-4\n",
      "Sample: E47M7hq9hrw.mp3, Model: vae_64cb_1e-1\n",
      "Sample: E47M7hq9hrw.mp3, Model: vae_64cb_1e-2\n",
      "Sample: E47M7hq9hrw.mp3, Model: 100x16\n",
      "Sample: E47M7hq9hrw.mp3, Model: 7B_25x12\n",
      "Sample: E47M7hq9hrw.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  4%|▍         | 4/100 [00:15<05:40,  3.54s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, original\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: passthrough_25hz\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: glfq_25x8\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: glfq_25x16\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: 100x16\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: 7B_25x12\n",
      "Sample: 46bde67b-767a-47f1-91bb-0811fdddd0e0.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  5%|▌         | 5/100 [00:18<05:31,  3.49s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 139839748-tarkon.mp3, original\n",
      "Sample: 139839748-tarkon.mp3, Model: passthrough_25hz\n",
      "Sample: 139839748-tarkon.mp3, Model: glfq_25x8\n",
      "Sample: 139839748-tarkon.mp3, Model: glfq_25x16\n",
      "Sample: 139839748-tarkon.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 139839748-tarkon.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 139839748-tarkon.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 139839748-tarkon.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 139839748-tarkon.mp3, Model: 100x16\n",
      "Sample: 139839748-tarkon.mp3, Model: 7B_25x12\n",
      "Sample: 139839748-tarkon.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  6%|▌         | 6/100 [00:22<05:26,  3.47s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, original\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: passthrough_25hz\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: glfq_25x8\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: glfq_25x16\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: 100x16\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: 7B_25x12\n",
      "Sample: 58d655f5-a1e0-476c-9d15-9aed09b00af3.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  7%|▋         | 7/100 [00:25<05:20,  3.44s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 200857563-funk-soul.mp3, original\n",
      "Sample: 200857563-funk-soul.mp3, Model: passthrough_25hz\n",
      "Sample: 200857563-funk-soul.mp3, Model: glfq_25x8\n",
      "Sample: 200857563-funk-soul.mp3, Model: glfq_25x16\n",
      "Sample: 200857563-funk-soul.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 200857563-funk-soul.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 200857563-funk-soul.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 200857563-funk-soul.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 200857563-funk-soul.mp3, Model: 100x16\n",
      "Sample: 200857563-funk-soul.mp3, Model: 7B_25x12\n",
      "Sample: 200857563-funk-soul.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  8%|▊         | 8/100 [00:28<05:10,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, original\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: passthrough_25hz\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: glfq_25x8\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: glfq_25x16\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: 100x16\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: 7B_25x12\n",
      "Sample: 0ba79da8-5858-4a0f-b3ca-8bcdb456956e.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  9%|▉         | 9/100 [00:32<05:04,  3.35s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 197820595-background-corporate-flow.mp3, original\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: passthrough_25hz\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: glfq_25x8\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: glfq_25x16\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: 100x16\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: 7B_25x12\n",
      "Sample: 197820595-background-corporate-flow.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 10%|█         | 10/100 [00:35<04:53,  3.26s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 59794119-aggressive-trailer-long-version.mp3, original\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: passthrough_25hz\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: glfq_25x8\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: glfq_25x16\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: 100x16\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: 7B_25x12\n",
      "Sample: 59794119-aggressive-trailer-long-version.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 11%|█         | 11/100 [00:38<04:47,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, original\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: passthrough_25hz\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: glfq_25x8\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: glfq_25x16\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: 100x16\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: 7B_25x12\n",
      "Sample: 186746401-uplifting-corporate-background-15625.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 12%|█▏        | 12/100 [00:41<04:51,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, original\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: passthrough_25hz\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: glfq_25x8\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: glfq_25x16\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: vae_32cb_1e-1\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: vae_32cb_1e-4\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: vae_64cb_1e-1\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: vae_64cb_1e-2\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: 100x16\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: 7B_25x12\n",
      "Sample: f0f9a03c-79c9-4f8c-96a6-38393e9e2372.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 13%|█▎        | 13/100 [00:45<04:47,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 48485222-could-become.mp3, original\n",
      "Sample: 48485222-could-become.mp3, Model: passthrough_25hz\n",
      "Sample: 48485222-could-become.mp3, Model: glfq_25x8\n",
      "Sample: 48485222-could-become.mp3, Model: glfq_25x16\n",
      "Sample: 48485222-could-become.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 48485222-could-become.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 48485222-could-become.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 48485222-could-become.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 48485222-could-become.mp3, Model: 100x16\n",
      "Sample: 48485222-could-become.mp3, Model: 7B_25x12\n",
      "Sample: 48485222-could-become.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 14%|█▍        | 14/100 [00:48<04:45,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 33648429-melancholy.mp3, original\n",
      "Sample: 33648429-melancholy.mp3, Model: passthrough_25hz\n",
      "Sample: 33648429-melancholy.mp3, Model: glfq_25x8\n",
      "Sample: 33648429-melancholy.mp3, Model: glfq_25x16\n",
      "Sample: 33648429-melancholy.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 33648429-melancholy.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 33648429-melancholy.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 33648429-melancholy.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 33648429-melancholy.mp3, Model: 100x16\n",
      "Sample: 33648429-melancholy.mp3, Model: 7B_25x12\n",
      "Sample: 33648429-melancholy.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 15%|█▌        | 15/100 [00:51<04:40,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 187365613-happy-corporate-background-58571.mp3, original\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: passthrough_25hz\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: glfq_25x8\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: glfq_25x16\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: 100x16\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: 7B_25x12\n",
      "Sample: 187365613-happy-corporate-background-58571.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 16%|█▌        | 16/100 [00:55<04:41,  3.35s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0879146.mp3, original\n",
      "Sample: 0879146.mp3, Model: passthrough_25hz\n",
      "Sample: 0879146.mp3, Model: glfq_25x8\n",
      "Sample: 0879146.mp3, Model: glfq_25x16\n",
      "Sample: 0879146.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0879146.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0879146.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0879146.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0879146.mp3, Model: 100x16\n",
      "Sample: 0879146.mp3, Model: 7B_25x12\n",
      "Sample: 0879146.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 17%|█▋        | 17/100 [00:58<04:39,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: K5onvlm96lw.mp3, original\n",
      "Sample: K5onvlm96lw.mp3, Model: passthrough_25hz\n",
      "Sample: K5onvlm96lw.mp3, Model: glfq_25x8\n",
      "Sample: K5onvlm96lw.mp3, Model: glfq_25x16\n",
      "Sample: K5onvlm96lw.mp3, Model: vae_32cb_1e-1\n",
      "Sample: K5onvlm96lw.mp3, Model: vae_32cb_1e-4\n",
      "Sample: K5onvlm96lw.mp3, Model: vae_64cb_1e-1\n",
      "Sample: K5onvlm96lw.mp3, Model: vae_64cb_1e-2\n",
      "Sample: K5onvlm96lw.mp3, Model: 100x16\n",
      "Sample: K5onvlm96lw.mp3, Model: 7B_25x12\n",
      "Sample: K5onvlm96lw.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 18%|█▊        | 18/100 [01:01<04:31,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 9dqLAKvWrCg.mp3, original\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: passthrough_25hz\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: glfq_25x8\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: glfq_25x16\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: 100x16\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: 7B_25x12\n",
      "Sample: 9dqLAKvWrCg.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 19%|█▉        | 19/100 [01:04<04:25,  3.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, original\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: passthrough_25hz\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: glfq_25x8\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: glfq_25x16\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: 100x16\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: 7B_25x12\n",
      "Sample: 70946166-relaxed-electronic-space-ambient.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 20%|██        | 20/100 [01:08<04:19,  3.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 1212730.mp3, original\n",
      "Sample: 1212730.mp3, Model: passthrough_25hz\n",
      "Sample: 1212730.mp3, Model: glfq_25x8\n",
      "Sample: 1212730.mp3, Model: glfq_25x16\n",
      "Sample: 1212730.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 1212730.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 1212730.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 1212730.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 1212730.mp3, Model: 100x16\n",
      "Sample: 1212730.mp3, Model: 7B_25x12\n",
      "Sample: 1212730.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 21%|██        | 21/100 [01:11<04:13,  3.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 1052677.mp3, original\n",
      "Sample: 1052677.mp3, Model: passthrough_25hz\n",
      "Sample: 1052677.mp3, Model: glfq_25x8\n",
      "Sample: 1052677.mp3, Model: glfq_25x16\n",
      "Sample: 1052677.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 1052677.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 1052677.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 1052677.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 1052677.mp3, Model: 100x16\n",
      "Sample: 1052677.mp3, Model: 7B_25x12\n",
      "Sample: 1052677.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 22%|██▏       | 22/100 [01:14<04:15,  3.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, original\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: passthrough_25hz\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: glfq_25x8\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: glfq_25x16\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: 100x16\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: 7B_25x12\n",
      "Sample: 33d7546f-b6c6-4022-ad60-e7f31061a003.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 23%|██▎       | 23/100 [01:17<04:00,  3.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, original\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: passthrough_25hz\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: glfq_25x8\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: glfq_25x16\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: 100x16\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: 7B_25x12\n",
      "Sample: 2493c2dd-df88-4423-9987-64484164d3bd.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 24%|██▍       | 24/100 [01:20<03:58,  3.14s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, original\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: passthrough_25hz\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: glfq_25x8\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: glfq_25x16\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: 100x16\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: 7B_25x12\n",
      "Sample: 74d949d1-0852-470c-abb8-41c3cf9ac581.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 25%|██▌       | 25/100 [01:23<03:54,  3.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: A8QCPw2TjaE.mp3, original\n",
      "Sample: A8QCPw2TjaE.mp3, Model: passthrough_25hz\n",
      "Sample: A8QCPw2TjaE.mp3, Model: glfq_25x8\n",
      "Sample: A8QCPw2TjaE.mp3, Model: glfq_25x16\n",
      "Sample: A8QCPw2TjaE.mp3, Model: vae_32cb_1e-1\n",
      "Sample: A8QCPw2TjaE.mp3, Model: vae_32cb_1e-4\n",
      "Sample: A8QCPw2TjaE.mp3, Model: vae_64cb_1e-1\n",
      "Sample: A8QCPw2TjaE.mp3, Model: vae_64cb_1e-2\n",
      "Sample: A8QCPw2TjaE.mp3, Model: 100x16\n",
      "Sample: A8QCPw2TjaE.mp3, Model: 7B_25x12\n",
      "Sample: A8QCPw2TjaE.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 26%|██▌       | 26/100 [01:27<03:56,  3.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: s_S4RSn0n-g.mp3, original\n",
      "Sample: s_S4RSn0n-g.mp3, Model: passthrough_25hz\n",
      "Sample: s_S4RSn0n-g.mp3, Model: glfq_25x8\n",
      "Sample: s_S4RSn0n-g.mp3, Model: glfq_25x16\n",
      "Sample: s_S4RSn0n-g.mp3, Model: vae_32cb_1e-1\n",
      "Sample: s_S4RSn0n-g.mp3, Model: vae_32cb_1e-4\n",
      "Sample: s_S4RSn0n-g.mp3, Model: vae_64cb_1e-1\n",
      "Sample: s_S4RSn0n-g.mp3, Model: vae_64cb_1e-2\n",
      "Sample: s_S4RSn0n-g.mp3, Model: 100x16\n",
      "Sample: s_S4RSn0n-g.mp3, Model: 7B_25x12\n",
      "Sample: s_S4RSn0n-g.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 27%|██▋       | 27/100 [01:30<03:53,  3.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0935788.mp3, original\n",
      "Sample: 0935788.mp3, Model: passthrough_25hz\n",
      "Sample: 0935788.mp3, Model: glfq_25x8\n",
      "Sample: 0935788.mp3, Model: glfq_25x16\n",
      "Sample: 0935788.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0935788.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0935788.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0935788.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0935788.mp3, Model: 100x16\n",
      "Sample: 0935788.mp3, Model: 7B_25x12\n",
      "Sample: 0935788.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 28%|██▊       | 28/100 [01:33<03:46,  3.14s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: -Ml33mXHQG8.mp3, original\n",
      "Sample: -Ml33mXHQG8.mp3, Model: passthrough_25hz\n",
      "Sample: -Ml33mXHQG8.mp3, Model: glfq_25x8\n",
      "Sample: -Ml33mXHQG8.mp3, Model: glfq_25x16\n",
      "Sample: -Ml33mXHQG8.mp3, Model: vae_32cb_1e-1\n",
      "Sample: -Ml33mXHQG8.mp3, Model: vae_32cb_1e-4\n",
      "Sample: -Ml33mXHQG8.mp3, Model: vae_64cb_1e-1\n",
      "Sample: -Ml33mXHQG8.mp3, Model: vae_64cb_1e-2\n",
      "Sample: -Ml33mXHQG8.mp3, Model: 100x16\n",
      "Sample: -Ml33mXHQG8.mp3, Model: 7B_25x12\n",
      "Sample: -Ml33mXHQG8.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 29%|██▉       | 29/100 [01:36<03:44,  3.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, original\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: passthrough_25hz\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: glfq_25x8\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: glfq_25x16\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: 100x16\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: 7B_25x12\n",
      "Sample: 92dee47b-a468-42dc-8873-c1aac8ba2492.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 30%|███       | 30/100 [01:39<03:33,  3.05s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0239364.mp3, original\n",
      "Sample: 0239364.mp3, Model: passthrough_25hz\n",
      "Sample: 0239364.mp3, Model: glfq_25x8\n",
      "Sample: 0239364.mp3, Model: glfq_25x16\n",
      "Sample: 0239364.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0239364.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0239364.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0239364.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0239364.mp3, Model: 100x16\n",
      "Sample: 0239364.mp3, Model: 7B_25x12\n",
      "Sample: 0239364.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 31%|███       | 31/100 [01:42<03:32,  3.07s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0093736.mp3, original\n",
      "Sample: 0093736.mp3, Model: passthrough_25hz\n",
      "Sample: 0093736.mp3, Model: glfq_25x8\n",
      "Sample: 0093736.mp3, Model: glfq_25x16\n",
      "Sample: 0093736.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0093736.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0093736.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0093736.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0093736.mp3, Model: 100x16\n",
      "Sample: 0093736.mp3, Model: 7B_25x12\n",
      "Sample: 0093736.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 32%|███▏      | 32/100 [01:45<03:37,  3.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, original\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: passthrough_25hz\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: glfq_25x8\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: glfq_25x16\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: vae_32cb_1e-1\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: vae_32cb_1e-4\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: vae_64cb_1e-1\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: vae_64cb_1e-2\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: 100x16\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: 7B_25x12\n",
      "Sample: d76d614d-f370-427e-9231-cb3ccc9e1af9.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 33%|███▎      | 33/100 [01:48<03:31,  3.15s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: qH-TP4k8HFU.mp3, original\n",
      "Sample: qH-TP4k8HFU.mp3, Model: passthrough_25hz\n",
      "Sample: qH-TP4k8HFU.mp3, Model: glfq_25x8\n",
      "Sample: qH-TP4k8HFU.mp3, Model: glfq_25x16\n",
      "Sample: qH-TP4k8HFU.mp3, Model: vae_32cb_1e-1\n",
      "Sample: qH-TP4k8HFU.mp3, Model: vae_32cb_1e-4\n",
      "Sample: qH-TP4k8HFU.mp3, Model: vae_64cb_1e-1\n",
      "Sample: qH-TP4k8HFU.mp3, Model: vae_64cb_1e-2\n",
      "Sample: qH-TP4k8HFU.mp3, Model: 100x16\n",
      "Sample: qH-TP4k8HFU.mp3, Model: 7B_25x12\n",
      "Sample: qH-TP4k8HFU.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 34%|███▍      | 34/100 [01:52<03:29,  3.18s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, original\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: passthrough_25hz\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: glfq_25x8\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: glfq_25x16\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: vae_32cb_1e-1\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: vae_32cb_1e-4\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: vae_64cb_1e-1\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: vae_64cb_1e-2\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: 100x16\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: 7B_25x12\n",
      "Sample: da2645be-c3cf-4033-8702-202481677604.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 35%|███▌      | 35/100 [01:55<03:23,  3.12s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, original\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: passthrough_25hz\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: glfq_25x8\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: glfq_25x16\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: 100x16\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: 7B_25x12\n",
      "Sample: 70c99825-0976-4b6f-97c9-b7e11afc208d.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 36%|███▌      | 36/100 [01:58<03:15,  3.06s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, original\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: passthrough_25hz\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: glfq_25x8\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: glfq_25x16\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: 100x16\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: 7B_25x12\n",
      "Sample: 24d839b8-2a05-4f30-acf6-62646e02beac.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 37%|███▋      | 37/100 [02:01<03:19,  3.17s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, original\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: passthrough_25hz\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: glfq_25x8\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: glfq_25x16\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: 100x16\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: 7B_25x12\n",
      "Sample: 095d5c34-fadc-4bf5-ba31-278d8b8f5ce4.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 38%|███▊      | 38/100 [02:04<03:20,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 180058681-funk-background.mp3, original\n",
      "Sample: 180058681-funk-background.mp3, Model: passthrough_25hz\n",
      "Sample: 180058681-funk-background.mp3, Model: glfq_25x8\n",
      "Sample: 180058681-funk-background.mp3, Model: glfq_25x16\n",
      "Sample: 180058681-funk-background.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 180058681-funk-background.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 180058681-funk-background.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 180058681-funk-background.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 180058681-funk-background.mp3, Model: 100x16\n",
      "Sample: 180058681-funk-background.mp3, Model: 7B_25x12\n",
      "Sample: 180058681-funk-background.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 39%|███▉      | 39/100 [02:08<03:18,  3.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: QGMIp0U8JXM.mp3, original\n",
      "Sample: QGMIp0U8JXM.mp3, Model: passthrough_25hz\n",
      "Sample: QGMIp0U8JXM.mp3, Model: glfq_25x8\n",
      "Sample: QGMIp0U8JXM.mp3, Model: glfq_25x16\n",
      "Sample: QGMIp0U8JXM.mp3, Model: vae_32cb_1e-1\n",
      "Sample: QGMIp0U8JXM.mp3, Model: vae_32cb_1e-4\n",
      "Sample: QGMIp0U8JXM.mp3, Model: vae_64cb_1e-1\n",
      "Sample: QGMIp0U8JXM.mp3, Model: vae_64cb_1e-2\n",
      "Sample: QGMIp0U8JXM.mp3, Model: 100x16\n",
      "Sample: QGMIp0U8JXM.mp3, Model: 7B_25x12\n",
      "Sample: QGMIp0U8JXM.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 40%|████      | 40/100 [02:11<03:19,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: yG7EPCEJZMs.mp3, original\n",
      "Sample: yG7EPCEJZMs.mp3, Model: passthrough_25hz\n",
      "Sample: yG7EPCEJZMs.mp3, Model: glfq_25x8\n",
      "Sample: yG7EPCEJZMs.mp3, Model: glfq_25x16\n",
      "Sample: yG7EPCEJZMs.mp3, Model: vae_32cb_1e-1\n",
      "Sample: yG7EPCEJZMs.mp3, Model: vae_32cb_1e-4\n",
      "Sample: yG7EPCEJZMs.mp3, Model: vae_64cb_1e-1\n",
      "Sample: yG7EPCEJZMs.mp3, Model: vae_64cb_1e-2\n",
      "Sample: yG7EPCEJZMs.mp3, Model: 100x16\n",
      "Sample: yG7EPCEJZMs.mp3, Model: 7B_25x12\n",
      "Sample: yG7EPCEJZMs.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 41%|████      | 41/100 [02:15<03:17,  3.34s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, original\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: passthrough_25hz\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: glfq_25x8\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: glfq_25x16\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: 100x16\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: 7B_25x12\n",
      "Sample: 186620660-cheerful-corporate-background-7056.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 42%|████▏     | 42/100 [02:18<03:16,  3.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: nCZRiZrafJQ.mp3, original\n",
      "Sample: nCZRiZrafJQ.mp3, Model: passthrough_25hz\n",
      "Sample: nCZRiZrafJQ.mp3, Model: glfq_25x8\n",
      "Sample: nCZRiZrafJQ.mp3, Model: glfq_25x16\n",
      "Sample: nCZRiZrafJQ.mp3, Model: vae_32cb_1e-1\n",
      "Sample: nCZRiZrafJQ.mp3, Model: vae_32cb_1e-4\n",
      "Sample: nCZRiZrafJQ.mp3, Model: vae_64cb_1e-1\n",
      "Sample: nCZRiZrafJQ.mp3, Model: vae_64cb_1e-2\n",
      "Sample: nCZRiZrafJQ.mp3, Model: 100x16\n",
      "Sample: nCZRiZrafJQ.mp3, Model: 7B_25x12\n",
      "Sample: nCZRiZrafJQ.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 43%|████▎     | 43/100 [02:22<03:14,  3.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, original\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: passthrough_25hz\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: glfq_25x8\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: glfq_25x16\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: 100x16\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: 7B_25x12\n",
      "Sample: 99674752-bouncy-strong-power-no-drums-bouncy-fun-8-bit-playful-nostal.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 44%|████▍     | 44/100 [02:25<03:05,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: _629o3bhkl8.mp3, original\n",
      "Sample: _629o3bhkl8.mp3, Model: passthrough_25hz\n",
      "Sample: _629o3bhkl8.mp3, Model: glfq_25x8\n",
      "Sample: _629o3bhkl8.mp3, Model: glfq_25x16\n",
      "Sample: _629o3bhkl8.mp3, Model: vae_32cb_1e-1\n",
      "Sample: _629o3bhkl8.mp3, Model: vae_32cb_1e-4\n",
      "Sample: _629o3bhkl8.mp3, Model: vae_64cb_1e-1\n",
      "Sample: _629o3bhkl8.mp3, Model: vae_64cb_1e-2\n",
      "Sample: _629o3bhkl8.mp3, Model: 100x16\n",
      "Sample: _629o3bhkl8.mp3, Model: 7B_25x12\n",
      "Sample: _629o3bhkl8.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 45%|████▌     | 45/100 [02:28<03:02,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 74S6AS3eDRU.mp3, original\n",
      "Sample: 74S6AS3eDRU.mp3, Model: passthrough_25hz\n",
      "Sample: 74S6AS3eDRU.mp3, Model: glfq_25x8\n",
      "Sample: 74S6AS3eDRU.mp3, Model: glfq_25x16\n",
      "Sample: 74S6AS3eDRU.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 74S6AS3eDRU.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 74S6AS3eDRU.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 74S6AS3eDRU.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 74S6AS3eDRU.mp3, Model: 100x16\n",
      "Sample: 74S6AS3eDRU.mp3, Model: 7B_25x12\n",
      "Sample: 74S6AS3eDRU.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 46%|████▌     | 46/100 [02:31<02:55,  3.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 165235555-dark-labyrinth-35sec.mp3, original\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: passthrough_25hz\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: glfq_25x8\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: glfq_25x16\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: 100x16\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: 7B_25x12\n",
      "Sample: 165235555-dark-labyrinth-35sec.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 47%|████▋     | 47/100 [02:34<02:53,  3.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, original\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: passthrough_25hz\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: glfq_25x8\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: glfq_25x16\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: vae_32cb_1e-1\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: vae_32cb_1e-4\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: vae_64cb_1e-1\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: vae_64cb_1e-2\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: 100x16\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: 7B_25x12\n",
      "Sample: ba2f740b-ac2a-4ca1-adf4-7bb61dac6d17.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 48%|████▊     | 48/100 [02:37<02:47,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, original\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: passthrough_25hz\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: glfq_25x8\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: glfq_25x16\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: 100x16\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: 7B_25x12\n",
      "Sample: 9786dd19-1cfe-45cf-a0b7-dca1797cc239.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 49%|████▉     | 49/100 [02:41<02:46,  3.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, original\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: passthrough_25hz\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: glfq_25x8\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: glfq_25x16\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: 100x16\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: 7B_25x12\n",
      "Sample: 9508d369-8452-4747-af31-9b3559005ed5.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 50%|█████     | 50/100 [02:44<02:43,  3.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, original\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: passthrough_25hz\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: glfq_25x8\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: glfq_25x16\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: vae_32cb_1e-1\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: vae_32cb_1e-4\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: vae_64cb_1e-1\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: vae_64cb_1e-2\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: 100x16\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: 7B_25x12\n",
      "Sample: ebc127f7-e48b-4d9a-a454-fbe64e5d4271.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 51%|█████     | 51/100 [02:48<02:43,  3.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, original\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: passthrough_25hz\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: glfq_25x8\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: glfq_25x16\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: 100x16\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: 7B_25x12\n",
      "Sample: 4f93a1c8-d19d-407c-9b8b-9e0d78c30848.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 52%|█████▏    | 52/100 [02:51<02:39,  3.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: z5H1OLoplrg.mp3, original\n",
      "Sample: z5H1OLoplrg.mp3, Model: passthrough_25hz\n",
      "Sample: z5H1OLoplrg.mp3, Model: glfq_25x8\n",
      "Sample: z5H1OLoplrg.mp3, Model: glfq_25x16\n",
      "Sample: z5H1OLoplrg.mp3, Model: vae_32cb_1e-1\n",
      "Sample: z5H1OLoplrg.mp3, Model: vae_32cb_1e-4\n",
      "Sample: z5H1OLoplrg.mp3, Model: vae_64cb_1e-1\n",
      "Sample: z5H1OLoplrg.mp3, Model: vae_64cb_1e-2\n",
      "Sample: z5H1OLoplrg.mp3, Model: 100x16\n",
      "Sample: z5H1OLoplrg.mp3, Model: 7B_25x12\n",
      "Sample: z5H1OLoplrg.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 53%|█████▎    | 53/100 [02:54<02:35,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, original\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: passthrough_25hz\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: glfq_25x8\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: glfq_25x16\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: 100x16\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: 7B_25x12\n",
      "Sample: 68366a01-c922-4f5d-8892-6910f086626c.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 54%|█████▍    | 54/100 [02:57<02:31,  3.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: XGRTzzRu3iw.mp3, original\n",
      "Sample: XGRTzzRu3iw.mp3, Model: passthrough_25hz\n",
      "Sample: XGRTzzRu3iw.mp3, Model: glfq_25x8\n",
      "Sample: XGRTzzRu3iw.mp3, Model: glfq_25x16\n",
      "Sample: XGRTzzRu3iw.mp3, Model: vae_32cb_1e-1\n",
      "Sample: XGRTzzRu3iw.mp3, Model: vae_32cb_1e-4\n",
      "Sample: XGRTzzRu3iw.mp3, Model: vae_64cb_1e-1\n",
      "Sample: XGRTzzRu3iw.mp3, Model: vae_64cb_1e-2\n",
      "Sample: XGRTzzRu3iw.mp3, Model: 100x16\n",
      "Sample: XGRTzzRu3iw.mp3, Model: 7B_25x12\n",
      "Sample: XGRTzzRu3iw.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 55%|█████▌    | 55/100 [03:00<02:22,  3.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, original\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: passthrough_25hz\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: glfq_25x8\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: glfq_25x16\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: 100x16\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: 7B_25x12\n",
      "Sample: 082fe3ab-8af2-4ab1-b365-5483d857a8ae.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 56%|█████▌    | 56/100 [03:04<02:21,  3.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, original\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: passthrough_25hz\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: glfq_25x8\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: glfq_25x16\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: 100x16\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: 7B_25x12\n",
      "Sample: 93e5e16d-ead1-4d05-b2e7-96e1718a1b2d.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 57%|█████▋    | 57/100 [03:07<02:19,  3.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 3SUXQxupbJ0.mp3, original\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: passthrough_25hz\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: glfq_25x8\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: glfq_25x16\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: 100x16\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: 7B_25x12\n",
      "Sample: 3SUXQxupbJ0.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 58%|█████▊    | 58/100 [03:10<02:13,  3.17s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0432291.mp3, original\n",
      "Sample: 0432291.mp3, Model: passthrough_25hz\n",
      "Sample: 0432291.mp3, Model: glfq_25x8\n",
      "Sample: 0432291.mp3, Model: glfq_25x16\n",
      "Sample: 0432291.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0432291.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0432291.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0432291.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0432291.mp3, Model: 100x16\n",
      "Sample: 0432291.mp3, Model: 7B_25x12\n",
      "Sample: 0432291.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 59%|█████▉    | 59/100 [03:13<02:11,  3.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: QJ4CFsW7T0g.mp3, original\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: passthrough_25hz\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: glfq_25x8\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: glfq_25x16\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: vae_32cb_1e-1\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: vae_32cb_1e-4\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: vae_64cb_1e-1\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: vae_64cb_1e-2\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: 100x16\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: 7B_25x12\n",
      "Sample: QJ4CFsW7T0g.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 60%|██████    | 60/100 [03:16<02:04,  3.12s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: PWkY--xL2mk.mp3, original\n",
      "Sample: PWkY--xL2mk.mp3, Model: passthrough_25hz\n",
      "Sample: PWkY--xL2mk.mp3, Model: glfq_25x8\n",
      "Sample: PWkY--xL2mk.mp3, Model: glfq_25x16\n",
      "Sample: PWkY--xL2mk.mp3, Model: vae_32cb_1e-1\n",
      "Sample: PWkY--xL2mk.mp3, Model: vae_32cb_1e-4\n",
      "Sample: PWkY--xL2mk.mp3, Model: vae_64cb_1e-1\n",
      "Sample: PWkY--xL2mk.mp3, Model: vae_64cb_1e-2\n",
      "Sample: PWkY--xL2mk.mp3, Model: 100x16\n",
      "Sample: PWkY--xL2mk.mp3, Model: 7B_25x12\n",
      "Sample: PWkY--xL2mk.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 61%|██████    | 61/100 [03:20<02:05,  3.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, original\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: passthrough_25hz\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: glfq_25x8\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: glfq_25x16\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: vae_32cb_1e-1\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: vae_32cb_1e-4\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: vae_64cb_1e-1\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: vae_64cb_1e-2\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: 100x16\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: 7B_25x12\n",
      "Sample: dcd5b699-1cff-445e-a0ae-9c52a7217314.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 62%|██████▏   | 62/100 [03:23<02:05,  3.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 130075402-slide-down-country-road.mp3, original\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: passthrough_25hz\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: glfq_25x8\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: glfq_25x16\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: 100x16\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: 7B_25x12\n",
      "Sample: 130075402-slide-down-country-road.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 63%|██████▎   | 63/100 [03:27<02:03,  3.34s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, original\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: passthrough_25hz\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: glfq_25x8\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: glfq_25x16\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: 100x16\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: 7B_25x12\n",
      "Sample: 210dd63b-b87f-4e96-b06e-3c682139d9a1.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 64%|██████▍   | 64/100 [03:30<01:59,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, original\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: passthrough_25hz\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: glfq_25x8\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: glfq_25x16\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: 100x16\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: 7B_25x12\n",
      "Sample: 8b170541-053b-4d49-ac06-536278761c2b.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 65%|██████▌   | 65/100 [03:33<01:56,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, original\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: passthrough_25hz\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: glfq_25x8\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: glfq_25x16\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: 100x16\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: 7B_25x12\n",
      "Sample: 9e5f226c-0e5e-41fd-a5d9-26f0992f008f.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 66%|██████▌   | 66/100 [03:36<01:50,  3.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, original\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: passthrough_25hz\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: glfq_25x8\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: glfq_25x16\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: vae_32cb_1e-1\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: vae_32cb_1e-4\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: vae_64cb_1e-1\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: vae_64cb_1e-2\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: 100x16\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: 7B_25x12\n",
      "Sample: b5afcd8e-704a-47aa-8c69-ab552ea185e6.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 67%|██████▋   | 67/100 [03:39<01:44,  3.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: ibonMtKGPRM.mp3, original\n",
      "Sample: ibonMtKGPRM.mp3, Model: passthrough_25hz\n",
      "Sample: ibonMtKGPRM.mp3, Model: glfq_25x8\n",
      "Sample: ibonMtKGPRM.mp3, Model: glfq_25x16\n",
      "Sample: ibonMtKGPRM.mp3, Model: vae_32cb_1e-1\n",
      "Sample: ibonMtKGPRM.mp3, Model: vae_32cb_1e-4\n",
      "Sample: ibonMtKGPRM.mp3, Model: vae_64cb_1e-1\n",
      "Sample: ibonMtKGPRM.mp3, Model: vae_64cb_1e-2\n",
      "Sample: ibonMtKGPRM.mp3, Model: 100x16\n",
      "Sample: ibonMtKGPRM.mp3, Model: 7B_25x12\n",
      "Sample: ibonMtKGPRM.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 68%|██████▊   | 68/100 [03:42<01:42,  3.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 187302881-bright-corporate-background-54195.mp3, original\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: passthrough_25hz\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: glfq_25x8\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: glfq_25x16\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: 100x16\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: 7B_25x12\n",
      "Sample: 187302881-bright-corporate-background-54195.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 69%|██████▉   | 69/100 [03:46<01:42,  3.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: S5lj0NamxtY.mp3, original\n",
      "Sample: S5lj0NamxtY.mp3, Model: passthrough_25hz\n",
      "Sample: S5lj0NamxtY.mp3, Model: glfq_25x8\n",
      "Sample: S5lj0NamxtY.mp3, Model: glfq_25x16\n",
      "Sample: S5lj0NamxtY.mp3, Model: vae_32cb_1e-1\n",
      "Sample: S5lj0NamxtY.mp3, Model: vae_32cb_1e-4\n",
      "Sample: S5lj0NamxtY.mp3, Model: vae_64cb_1e-1\n",
      "Sample: S5lj0NamxtY.mp3, Model: vae_64cb_1e-2\n",
      "Sample: S5lj0NamxtY.mp3, Model: 100x16\n",
      "Sample: S5lj0NamxtY.mp3, Model: 7B_25x12\n",
      "Sample: S5lj0NamxtY.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 70%|███████   | 70/100 [03:49<01:39,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: JKuMqzYdEbs.mp3, original\n",
      "Sample: JKuMqzYdEbs.mp3, Model: passthrough_25hz\n",
      "Sample: JKuMqzYdEbs.mp3, Model: glfq_25x8\n",
      "Sample: JKuMqzYdEbs.mp3, Model: glfq_25x16\n",
      "Sample: JKuMqzYdEbs.mp3, Model: vae_32cb_1e-1\n",
      "Sample: JKuMqzYdEbs.mp3, Model: vae_32cb_1e-4\n",
      "Sample: JKuMqzYdEbs.mp3, Model: vae_64cb_1e-1\n",
      "Sample: JKuMqzYdEbs.mp3, Model: vae_64cb_1e-2\n",
      "Sample: JKuMqzYdEbs.mp3, Model: 100x16\n",
      "Sample: JKuMqzYdEbs.mp3, Model: 7B_25x12\n",
      "Sample: JKuMqzYdEbs.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 71%|███████   | 71/100 [03:53<01:37,  3.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0153054.mp3, original\n",
      "Sample: 0153054.mp3, Model: passthrough_25hz\n",
      "Sample: 0153054.mp3, Model: glfq_25x8\n",
      "Sample: 0153054.mp3, Model: glfq_25x16\n",
      "Sample: 0153054.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0153054.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0153054.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0153054.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0153054.mp3, Model: 100x16\n",
      "Sample: 0153054.mp3, Model: 7B_25x12\n",
      "Sample: 0153054.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 72%|███████▏  | 72/100 [03:56<01:33,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, original\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: passthrough_25hz\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: glfq_25x8\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: glfq_25x16\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: vae_32cb_1e-1\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: vae_32cb_1e-4\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: vae_64cb_1e-1\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: vae_64cb_1e-2\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: 100x16\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: 7B_25x12\n",
      "Sample: f0148536-0531-4ec2-8625-2c6e88f22b4b.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 73%|███████▎  | 73/100 [04:00<01:31,  3.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, original\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: passthrough_25hz\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: glfq_25x8\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: glfq_25x16\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: vae_32cb_1e-1\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: vae_32cb_1e-4\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: vae_64cb_1e-1\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: vae_64cb_1e-2\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: 100x16\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: 7B_25x12\n",
      "Sample: b4353178-362d-4ca9-b3fc-084b4621fa09.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 74%|███████▍  | 74/100 [04:03<01:25,  3.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: eT7wsK-lkIo.mp3, original\n",
      "Sample: eT7wsK-lkIo.mp3, Model: passthrough_25hz\n",
      "Sample: eT7wsK-lkIo.mp3, Model: glfq_25x8\n",
      "Sample: eT7wsK-lkIo.mp3, Model: glfq_25x16\n",
      "Sample: eT7wsK-lkIo.mp3, Model: vae_32cb_1e-1\n",
      "Sample: eT7wsK-lkIo.mp3, Model: vae_32cb_1e-4\n",
      "Sample: eT7wsK-lkIo.mp3, Model: vae_64cb_1e-1\n",
      "Sample: eT7wsK-lkIo.mp3, Model: vae_64cb_1e-2\n",
      "Sample: eT7wsK-lkIo.mp3, Model: 100x16\n",
      "Sample: eT7wsK-lkIo.mp3, Model: 7B_25x12\n",
      "Sample: eT7wsK-lkIo.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 75%|███████▌  | 75/100 [04:06<01:22,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 7h2k0_ZqjcE.mp3, original\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: passthrough_25hz\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: glfq_25x8\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: glfq_25x16\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: 100x16\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: 7B_25x12\n",
      "Sample: 7h2k0_ZqjcE.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 76%|███████▌  | 76/100 [04:09<01:20,  3.35s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, original\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: passthrough_25hz\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: glfq_25x8\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: glfq_25x16\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: 100x16\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: 7B_25x12\n",
      "Sample: 122932668-get-energetic-upbeat-dance-club-party.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 77%|███████▋  | 77/100 [04:13<01:16,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0799222.mp3, original\n",
      "Sample: 0799222.mp3, Model: passthrough_25hz\n",
      "Sample: 0799222.mp3, Model: glfq_25x8\n",
      "Sample: 0799222.mp3, Model: glfq_25x16\n",
      "Sample: 0799222.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0799222.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0799222.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0799222.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0799222.mp3, Model: 100x16\n",
      "Sample: 0799222.mp3, Model: 7B_25x12\n",
      "Sample: 0799222.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 78%|███████▊  | 78/100 [04:16<01:13,  3.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, original\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: passthrough_25hz\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: glfq_25x8\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: glfq_25x16\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: 100x16\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: 7B_25x12\n",
      "Sample: 914428bf-e62f-4202-b583-d0e48832e5dd.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 79%|███████▉  | 79/100 [04:20<01:10,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, original\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: passthrough_25hz\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: glfq_25x8\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: glfq_25x16\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: 100x16\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: 7B_25x12\n",
      "Sample: 4fe25153-b3d9-4601-800b-34645848282e.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 80%|████████  | 80/100 [04:23<01:07,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 102922224-brazilian-mamba.mp3, original\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: passthrough_25hz\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: glfq_25x8\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: glfq_25x16\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: 100x16\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: 7B_25x12\n",
      "Sample: 102922224-brazilian-mamba.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 81%|████████  | 81/100 [04:26<01:04,  3.40s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, original\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: passthrough_25hz\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: glfq_25x8\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: glfq_25x16\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: 100x16\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: 7B_25x12\n",
      "Sample: 05090b8b-f77b-4d71-9576-7aa50320910a.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 82%|████████▏ | 82/100 [04:30<01:01,  3.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, original\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: passthrough_25hz\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: glfq_25x8\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: glfq_25x16\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: vae_32cb_1e-1\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: vae_32cb_1e-4\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: vae_64cb_1e-1\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: vae_64cb_1e-2\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: 100x16\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: 7B_25x12\n",
      "Sample: b5e64fc1-86fb-4260-baea-2048478cdc9a.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 83%|████████▎ | 83/100 [04:33<00:56,  3.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: FyABLGlJPI0.mp3, original\n",
      "Sample: FyABLGlJPI0.mp3, Model: passthrough_25hz\n",
      "Sample: FyABLGlJPI0.mp3, Model: glfq_25x8\n",
      "Sample: FyABLGlJPI0.mp3, Model: glfq_25x16\n",
      "Sample: FyABLGlJPI0.mp3, Model: vae_32cb_1e-1\n",
      "Sample: FyABLGlJPI0.mp3, Model: vae_32cb_1e-4\n",
      "Sample: FyABLGlJPI0.mp3, Model: vae_64cb_1e-1\n",
      "Sample: FyABLGlJPI0.mp3, Model: vae_64cb_1e-2\n",
      "Sample: FyABLGlJPI0.mp3, Model: 100x16\n",
      "Sample: FyABLGlJPI0.mp3, Model: 7B_25x12\n",
      "Sample: FyABLGlJPI0.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 84%|████████▍ | 84/100 [04:36<00:52,  3.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, original\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: passthrough_25hz\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: glfq_25x8\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: glfq_25x16\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: 100x16\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: 7B_25x12\n",
      "Sample: 143298377-slippery-slope-wp-03-alt2-country-playful-cowboy-hick-hop-am.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 85%|████████▌ | 85/100 [04:39<00:49,  3.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, original\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: passthrough_25hz\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: glfq_25x8\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: glfq_25x16\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: vae_32cb_1e-1\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: vae_32cb_1e-4\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: vae_64cb_1e-1\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: vae_64cb_1e-2\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: 100x16\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: 7B_25x12\n",
      "Sample: ac51510f-fff6-4dbf-b0ae-e22e864422a4.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 86%|████████▌ | 86/100 [04:43<00:47,  3.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 167088167-cutting-edge-tech-full.mp3, original\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: passthrough_25hz\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: glfq_25x8\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: glfq_25x16\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: 100x16\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: 7B_25x12\n",
      "Sample: 167088167-cutting-edge-tech-full.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 87%|████████▋ | 87/100 [04:47<00:44,  3.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, original\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: passthrough_25hz\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: glfq_25x8\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: glfq_25x16\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: 100x16\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: 7B_25x12\n",
      "Sample: 195893638-happy-impactful-and-successful-corporate-background-music-su.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 88%|████████▊ | 88/100 [04:50<00:41,  3.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0984513.mp3, original\n",
      "Sample: 0984513.mp3, Model: passthrough_25hz\n",
      "Sample: 0984513.mp3, Model: glfq_25x8\n",
      "Sample: 0984513.mp3, Model: glfq_25x16\n",
      "Sample: 0984513.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0984513.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0984513.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0984513.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0984513.mp3, Model: 100x16\n",
      "Sample: 0984513.mp3, Model: 7B_25x12\n",
      "Sample: 0984513.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 89%|████████▉ | 89/100 [04:53<00:37,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, original\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: passthrough_25hz\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: glfq_25x8\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: glfq_25x16\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: 100x16\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: 7B_25x12\n",
      "Sample: 140349766-intense-hollywood-and-conquering-victory-soundtrack-empire.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 90%|█████████ | 90/100 [04:57<00:34,  3.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, original\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: passthrough_25hz\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: glfq_25x8\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: glfq_25x16\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: 100x16\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: 7B_25x12\n",
      "Sample: 0fcd5010-7913-47ae-a6c7-495e62399821.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 91%|█████████ | 91/100 [05:00<00:30,  3.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, original\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: passthrough_25hz\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: glfq_25x8\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: glfq_25x16\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: 100x16\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: 7B_25x12\n",
      "Sample: 922b6b4b-eafa-4a88-ad20-398f4b5e3f3c.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 92%|█████████▏| 92/100 [05:03<00:26,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 186930135-energetic-corporate-background-47770.mp3, original\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: passthrough_25hz\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: glfq_25x8\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: glfq_25x16\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: 100x16\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: 7B_25x12\n",
      "Sample: 186930135-energetic-corporate-background-47770.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 93%|█████████▎| 93/100 [05:07<00:23,  3.39s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, original\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: passthrough_25hz\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: glfq_25x8\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: glfq_25x16\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: 100x16\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: 7B_25x12\n",
      "Sample: 642fb5f8-b4d5-4020-958f-e76ffba031a5.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 94%|█████████▍| 94/100 [05:10<00:20,  3.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 186652210-energetic-corporate-background-9160.mp3, original\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: passthrough_25hz\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: glfq_25x8\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: glfq_25x16\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: 100x16\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: 7B_25x12\n",
      "Sample: 186652210-energetic-corporate-background-9160.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 95%|█████████▌| 95/100 [05:14<00:16,  3.40s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, original\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: passthrough_25hz\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: glfq_25x8\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: glfq_25x16\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: 100x16\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: 7B_25x12\n",
      "Sample: 237516571-lord-kingdoms-angry-aggressive-bad-determined-metal-hard.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 96%|█████████▌| 96/100 [05:17<00:13,  3.40s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, original\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: passthrough_25hz\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: glfq_25x8\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: glfq_25x16\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: 100x16\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: 7B_25x12\n",
      "Sample: 137996152-tropical-skies-30-second-version-1.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 97%|█████████▋| 97/100 [05:20<00:10,  3.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, original\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: passthrough_25hz\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: glfq_25x8\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: glfq_25x16\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: vae_32cb_1e-1\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: vae_32cb_1e-4\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: vae_64cb_1e-1\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: vae_64cb_1e-2\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: 100x16\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: 7B_25x12\n",
      "Sample: c10ab18e-3bd2-43c1-b06c-12c0f13ec338.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 98%|█████████▊| 98/100 [05:24<00:06,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 186918093-motivational-corporate-background-37884.mp3, original\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: passthrough_25hz\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: glfq_25x8\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: glfq_25x16\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: 100x16\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: 7B_25x12\n",
      "Sample: 186918093-motivational-corporate-background-37884.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 99%|█████████▉| 99/100 [05:27<00:03,  3.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample: 0001264.mp3, original\n",
      "Sample: 0001264.mp3, Model: passthrough_25hz\n",
      "Sample: 0001264.mp3, Model: glfq_25x8\n",
      "Sample: 0001264.mp3, Model: glfq_25x16\n",
      "Sample: 0001264.mp3, Model: vae_32cb_1e-1\n",
      "Sample: 0001264.mp3, Model: vae_32cb_1e-4\n",
      "Sample: 0001264.mp3, Model: vae_64cb_1e-1\n",
      "Sample: 0001264.mp3, Model: vae_64cb_1e-2\n",
      "Sample: 0001264.mp3, Model: 100x16\n",
      "Sample: 0001264.mp3, Model: 7B_25x12\n",
      "Sample: 0001264.mp3, Model: 7B_vq_baseline\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 100/100 [05:30<00:00,  3.31s/it]\n"
     ]
    }
   ],
   "source": [
    "from tqdm import tqdm\n",
    "import shutil\n",
    "\n",
    "input_dir = \"/app/suno/data/fad/reference_set_1k\"\n",
    "# input_dir = \"/home/victor/glockenspiel/descript-audio-codec/data/golden\"\n",
    "output_dir = f\"{input_dir}_outputs/\"\n",
    "max_samples = 100\n",
    "\n",
    "# clear output dir\n",
    "if os.path.exists(output_dir):\n",
    "    shutil.rmtree(output_dir)\n",
    "\n",
    "os.makedirs(output_dir, exist_ok=True)\n",
    "\n",
    "for sample_path in tqdm(os.listdir(input_dir)[:max_samples]):\n",
    "    print(f\"Sample: {sample_path}, original\")\n",
    "\n",
    "    # audio = Audio.from_file(\n",
    "    #     os.path.join(\n",
    "    #         input_dir,\n",
    "    #         sample_path,\n",
    "    #     ),\n",
    "    #     n_channels=2,\n",
    "    # )\n",
    "    # audio.play()\n",
    "\n",
    "    for n, model in model_dict.items():\n",
    "        print(f\"Sample: {sample_path}, Model: {n}\")\n",
    "        audio = cycle(model, os.path.join(input_dir, sample_path))\n",
    "        # audio.play()\n",
    "\n",
    "        # save\n",
    "        audio.write_mp3(\n",
    "            os.path.join(output_dir, sample_path)\n",
    "            .replace(\".mp3\", \".wav\")\n",
    "            .replace(\".wav\", f\"_model_{n}.mp3\")\n",
    "        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4847d1ad",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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