{ "cells": [ { "cell_type": "code", "execution_count": null, "id": "8fae8f9c", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:00:28.473525Z", "start_time": "2024-02-26T22:00:24.633479Z" } }, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"1\"\n", "\n", "import numpy as np\n", "from suno_utils.audio import Audio\n", "from suno_utils.gpt.chirp_v2_5 import (\n", " generate_audio,\n", " generate_audio_stream,\n", " preload_models,\n", " codec_decode,\n", " GenerationConfig,\n", " semantic_encode,\n", " codec_encode,\n", ")\n", "import torch" ] }, { "cell_type": "code", "execution_count": null, "id": "01a25410", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:00:28.621641Z", "start_time": "2024-02-26T22:00:28.475714Z" } }, "outputs": [], "source": [ "!ls /app/suno/checkpoints/2024-02-16_15-11-50" ] }, { "cell_type": "code", "execution_count": null, "id": "9108708b", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:11.310953Z", "start_time": "2024-02-26T22:00:28.623186Z" } }, "outputs": [], "source": [ "_ = preload_models(\n", " gpt_ckpt_path=\"/app/suno/checkpoints/2024-02-17_14-43-47/last_ckpt_infer.pt\", \n", " tokenizer_path=\"/home/victor/data/models/chirp_v2/tokenizer_60k.json\",\n", " semantic_ckpt_path=\"/home/victor/data/models/chirp_v2/mert_25.pt\",\n", " semantic_centroids_path=\"/home/victor/data/models/chirp_v2/mert_25_2x4k.npy\",\n", " codec_ckpt_path=\"/app/suno/tony/v3/dac_2c_25x12.pt\",\n", " fasttext_ckpt_path=\"/home/victor/data/models/lid.176.bin\",\n", " load_whisper=True,\n", " use_gpu=True,\n", " load_codec_device=\"cuda\"\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "072adcda", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:11.315241Z", "start_time": "2024-02-26T22:01:11.312604Z" } }, "outputs": [], "source": [ "text = \"\"\"\n", "[Verse 2]\n", "一壶漂泊浪迹天涯难入喉\n", "你走之后酒暖回忆思念瘦\n", "水向东流时间怎么偷\n", "花开就一次成熟我却错过\n", "[Chorus]\n", "谁在用琵琶弹奏一曲东风破\n", "岁月在墙上剥落看见小时候\n", "犹记得那年我们都还很年幼\n", "而如今琴声幽幽我的等候你没听过\n", "\n", "-\n", "\"\"\"\n", "# [Verse 1]\n", "# 一盏离愁孤灯伫立在窗口\n", "# 我在门后假装你人还没走\n", "# 旧地如重游月圆更寂寞\n", "# 夜半清醒的烛火不忍苛责我\n", "# [Chorus][Chorus][Chorus]\n", "# 谁在用琵琶弹奏一曲东风破\n", "# 枫叶将故事染色结局我看透\n", "# 篱笆外的古道我牵着你走过\n", "# 荒烟蔓草的年头就连分手都很沉默" ] }, { "cell_type": "code", "execution_count": null, "id": "3f5a71c6", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.764924Z", "start_time": "2024-02-26T22:01:11.317440Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"pop\",\n", " n_batch=4,\n", " max_gen_duration_s=60,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "bf3538f1", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.768199Z", "start_time": "2024-02-26T22:01:16.768189Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "bee63248", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.768992Z", "start_time": "2024-02-26T22:01:16.768983Z" } }, "outputs": [], "source": [ "torch.cuda.empty_cache()" ] }, { "cell_type": "code", "execution_count": null, "id": "5fa595a6", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.769705Z", "start_time": "2024-02-26T22:01:16.769695Z" } }, "outputs": [], "source": [ "text = \"\"\"\n", "\"\"\"" ] }, { "cell_type": "code", "execution_count": null, "id": "268b742c", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.770462Z", "start_time": "2024-02-26T22:01:16.770453Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"Chopin Piano\",\n", " n_batch=2,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # text_end_control_tags=\"{end}\",\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "388c74c0", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.771155Z", "start_time": "2024-02-26T22:01:16.771146Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "a7a281ab", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.771866Z", "start_time": "2024-02-26T22:01:16.771858Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"Mozart Piano\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # text_end_control_tags=\"{end}\",\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "88cf31a0", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.772572Z", "start_time": "2024-02-26T22:01:16.772563Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "08d15aa1", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.773290Z", "start_time": "2024-02-26T22:01:16.773281Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"Bach fugue cello\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "d3005f6a", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.773838Z", "start_time": "2024-02-26T22:01:16.773831Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "e869a6da", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.774566Z", "start_time": "2024-02-26T22:01:16.774558Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"Beethoven Piano Sonata 4th movement\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "4c4db226", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.775348Z", "start_time": "2024-02-26T22:01:16.775341Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "9592f21d", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.776035Z", "start_time": "2024-02-26T22:01:16.776027Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"{start}\",\n", " text_tags=\"ludwig van beethoven symphony\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "282c044f", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.776740Z", "start_time": "2024-02-26T22:01:16.776732Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "08069fc1", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.777398Z", "start_time": "2024-02-26T22:01:16.777390Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"gustav mahler Symphony\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "2deec59b", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.778141Z", "start_time": "2024-02-26T22:01:16.778133Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "1ac60784", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.778844Z", "start_time": "2024-02-26T22:01:16.778835Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"{start}\",\n", " text_tags=\"Mahler Piano sonata\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "72332d7a", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.779517Z", "start_time": "2024-02-26T22:01:16.779510Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "7e3c1078", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.780194Z", "start_time": "2024-02-26T22:01:16.780186Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"{start}\",\n", " text_tags=\"Anton Bruckner Symphony\",\n", " n_batch=4,\n", " cfg_coef=1,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "aa47b805", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.780952Z", "start_time": "2024-02-26T22:01:16.780944Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "09bcff1d", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.781579Z", "start_time": "2024-02-26T22:01:16.781571Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"{start}\",\n", " text_tags=\"wolfgang amadeus mozart piano concerto\",\n", " n_batch=2,\n", " cfg_coef=1,\n", " cfg_coef_tags_max_steps=None,\n", " max_gen_duration_s=240,\n", " text_start_control_tags=\"{start}\",\n", " allow_eos=False,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "b1e44877", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.782252Z", "start_time": "2024-02-26T22:01:16.782244Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "de819320", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.782944Z", "start_time": "2024-02-26T22:01:16.782936Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"[intro] [shiny flute] [piano intermission] [violin chorus] [cello refrain] [end]\",\n", " text_tags=\"wolfgang amadeus mozart, upbeat epic film orchestra\",\n", " n_batch=2,\n", " cfg_coef=1.5,\n", " max_gen_duration_s=240,\n", " # text_start_control_tags=\"{start}\",\n", " # text_neg_tags=\"loopy noisy\",\n", " # cfg_coef_neg_tags=-2.0,\n", " allow_eos=True,\n", " cfg_coef_max_steps=None,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "2dc1bf29", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.783720Z", "start_time": "2024-02-26T22:01:16.783711Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "34624075", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.784261Z", "start_time": "2024-02-26T22:01:16.784253Z" } }, "outputs": [], "source": [ "BREAK" ] }, { "cell_type": "code", "execution_count": null, "id": "8f9e0366", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.784892Z", "start_time": "2024-02-26T22:01:16.784885Z" } }, "outputs": [], "source": [ "input_audio = Audio.from_file(\"audios/Pachelbel - Canon In D Major. Best version. [NlprozGcs80].wav\").get_segment(from_s=60, to_s=80)" ] }, { "cell_type": "code", "execution_count": null, "id": "2f9d3323", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.785773Z", "start_time": "2024-02-26T22:01:16.785765Z" } }, "outputs": [], "source": [ "input_audio.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "001ec800", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.786482Z", "start_time": "2024-02-26T22:01:16.786473Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"\",\n", " text_tags=\"canon\",\n", " n_batch=4,\n", " max_gen_duration_s=30,\n", " # stream=False,\n", " ),\n", " history_audio=input_audio\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "6309815d", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.787222Z", "start_time": "2024-02-26T22:01:16.787214Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "markdown", "id": "2270b189", "metadata": {}, "source": [ "# Oracle" ] }, { "cell_type": "code", "execution_count": null, "id": "772a5d20", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.787923Z", "start_time": "2024-02-26T22:01:16.787915Z" } }, "outputs": [], "source": [ "input_audio = Audio.from_file(\"audios/test_swift.mp3\")" ] }, { "cell_type": "code", "execution_count": null, "id": "29ecceb0", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.788470Z", "start_time": "2024-02-26T22:01:16.788463Z" } }, "outputs": [], "source": [ "test_input_audio = input_audio.get_segment(from_s=180, to_s=200)\n", "test_input_audio.play(compress=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "d4b5d48c", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.789163Z", "start_time": "2024-02-26T22:01:16.789155Z" } }, "outputs": [], "source": [ "oracle_semantic_arr = semantic_encode(test_input_audio, n_codebooks=1)\n", "oracle_coarse_arr = codec_encode(test_input_audio)[:oracle_semantic_arr.shape[0], :]\n", "print(oracle_semantic_arr.shape, oracle_coarse_arr.shape)\n", "oracle_arr = np.concatenate(\n", " [oracle_semantic_arr, oracle_coarse_arr],\n", " axis=-1,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "808f5130", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.789749Z", "start_time": "2024-02-26T22:01:16.789740Z" } }, "outputs": [], "source": [ "input_oracle_arr = oracle_arr[:, :1]\n", "print(input_oracle_arr.shape)" ] }, { "cell_type": "code", "execution_count": null, "id": "752ba22f", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.790408Z", "start_time": "2024-02-26T22:01:16.790400Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\" \" * 20,\n", " text_tags=\"\",\n", " n_batch=4,\n", " max_gen_duration_s=30,\n", " oracle_arr=input_oracle_arr,\n", " ),\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "bba0d8c9", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.791224Z", "start_time": "2024-02-26T22:01:16.791215Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()\n", " print(e.array_float[-100:].mean(axis=1))" ] }, { "cell_type": "code", "execution_count": null, "id": "ad979c8b", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.791899Z", "start_time": "2024-02-26T22:01:16.791892Z" } }, "outputs": [], "source": [ "input_pavarotti = Audio.from_file(\"audios/test_pavarotti.mp3\")" ] }, { "cell_type": "code", "execution_count": null, "id": "6f0f8785", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.792444Z", "start_time": "2024-02-26T22:01:16.792436Z" } }, "outputs": [], "source": [ "input_pavarotti_seg = input_pavarotti.get_segment(from_s=152, to_s=172)\n", "input_pavarotti_seg.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "4e91f1d1", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.793183Z", "start_time": "2024-02-26T22:01:16.793176Z" } }, "outputs": [], "source": [ "pavarotti_oracle_semantic_arr = semantic_encode(input_pavarotti_seg, n_codebooks=1)\n", "pavarotti_oracle_coarse_arr = codec_encode(input_pavarotti_seg)[\n", " : pavarotti_oracle_semantic_arr.shape[0], :\n", "]\n", "print(pavarotti_oracle_semantic_arr.shape, pavarotti_oracle_coarse_arr.shape)" ] }, { "cell_type": "code", "execution_count": null, "id": "6502b74a", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.793929Z", "start_time": "2024-02-26T22:01:16.793920Z" } }, "outputs": [], "source": [ "masked_oracle_semantic_arr = oracle_semantic_arr.copy().astype(np.int16)\n", "# masked_oracle_semantic_arr[0::5, :] = -1\n", "masked_oracle_coarse_arr = pavarotti_oracle_coarse_arr.copy().astype(np.int16)\n", "# masked_oracle_coarse_arr[20:, :] = -1" ] }, { "cell_type": "code", "execution_count": null, "id": "b97481d6", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.794619Z", "start_time": "2024-02-26T22:01:16.794611Z" } }, "outputs": [], "source": [ "mixed_oracle_arr = np.concatenate(\n", " [masked_oracle_semantic_arr], #, masked_oracle_coarse_arr[:, 0:1]],\n", " axis=-1,\n", ")\n", "print(mixed_oracle_arr.shape)" ] }, { "cell_type": "code", "execution_count": null, "id": "76dcc73a", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.795309Z", "start_time": "2024-02-26T22:01:16.795301Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\" \" * 20,\n", " text_tags=\"\",\n", " n_batch=4,\n", " max_gen_duration_s=30,\n", " oracle_arr=mixed_oracle_arr,\n", " ),\n", " # history_audio=input_pavarotti_seg\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "84e04fd4", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.796014Z", "start_time": "2024-02-26T22:01:16.796007Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()\n", " print(e.array_float[-100:].mean(axis=1))" ] }, { "cell_type": "code", "execution_count": null, "id": "b79d93dc", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "edc87efa", "metadata": {}, "source": [ "# continuation" ] }, { "cell_type": "code", "execution_count": null, "id": "9ce0c278", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.796696Z", "start_time": "2024-02-26T22:01:16.796688Z" } }, "outputs": [], "source": [ "input_audio = Audio.from_file(\"audios/test_swift.mp3\")\n", "\n", "test_input_audio = input_audio.get_segment(from_s=180, to_s=200)\n", "test_input_audio.play(compress=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "984e8c9b", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.797314Z", "start_time": "2024-02-26T22:01:16.797307Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=\"[chorus] purple rain\" * 20,\n", " text_tags=\"\",\n", " n_batch=4,\n", " max_gen_duration_s=30,\n", " # stream=False,\n", " ),\n", " history_audio=test_input_audio,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "296b34eb", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.798029Z", "start_time": "2024-02-26T22:01:16.798021Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "df83ed93", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.798715Z", "start_time": "2024-02-26T22:01:16.798707Z" } }, "outputs": [], "source": [ "text = \"\"\"\n", "On a vibrant summer morning, curiosity drew me to the innovative realm of Suno AI. Their latest\n", "masterpiece, Chirp, known for its unique ability to generate music from words, promised a bold\n", "step forward in music creation. I dived into their platform, typing in familiar lyrics. As I clicked\n", "'Create,' the ensuing symphony seamlessly blended human emotion and machine precision,\n", "heralding a new era in the convergence of music, words, and machine learning\n", "\"\"\"" ] }, { "cell_type": "code", "execution_count": null, "id": "1b5a2270", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.799403Z", "start_time": "2024-02-26T22:01:16.799395Z" } }, "outputs": [], "source": [ "out_audio = generate_audio(\n", " GenerationConfig(\n", " text=text,\n", " text_tags=\"hifi rap\",\n", " n_batch=2,\n", " max_gen_duration_s=120,\n", " # stream=False,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "7b5656bb", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.800159Z", "start_time": "2024-02-26T22:01:16.800151Z" } }, "outputs": [], "source": [ "for e in out_audio:\n", " e.play()" ] }, { "cell_type": "code", "execution_count": null, "id": "84046437", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.800830Z", "start_time": "2024-02-26T22:01:16.800822Z" } }, "outputs": [], "source": [ "import random" ] }, { "cell_type": "code", "execution_count": null, "id": "6f167a97", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.801501Z", "start_time": "2024-02-26T22:01:16.801493Z" } }, "outputs": [], "source": [ "random.randint(0, 5)" ] }, { "cell_type": "code", "execution_count": null, "id": "56cdc374", "metadata": { "ExecuteTime": { "end_time": "2024-02-26T22:01:16.802038Z", "start_time": "2024-02-26T22:01:16.802030Z" } }, "outputs": [], "source": [ "50176 / 8 / 4" ] }, { "cell_type": "code", "execution_count": null, "id": "4a6b6e5b", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.13" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }