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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/user/lojban/jboselvoha/jboselvoha_env/lib/python3.8/site-packages/tqdm/auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
" from .autonotebook import tqdm as notebook_tqdm\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import IPython.display as ipd\n",
"\n",
"import os\n",
"import json\n",
"import math\n",
"import torch\n",
"from torch import nn\n",
"from torch.nn import functional as F\n",
"from torch.utils.data import DataLoader\n",
"\n",
"import commons\n",
"import utils\n",
"from data_utils import TextAudioLoader, TextAudioCollate, TextAudioSpeakerLoader, TextAudioSpeakerCollate\n",
"from models import SynthesizerTrn\n",
"from text.symbols import symbols\n",
"from text import text_to_sequence\n",
"\n",
"from scipy.io.wavfile import write\n",
"\n",
"\n",
"def get_text(text, hps):\n",
" text_norm = text_to_sequence(text, hps.data.text_cleaners)\n",
" if hps.data.add_blank:\n",
" text_norm = commons.intersperse(text_norm, 0)\n",
" text_norm = torch.LongTensor(text_norm)\n",
" return text_norm"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## LJ Speech"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"hps = utils.get_hparams_from_file(\"./configs/ljs_base.json\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"net_g = SynthesizerTrn(\n",
" len(symbols),\n",
" hps.data.filter_length // 2 + 1,\n",
" hps.train.segment_size // hps.data.hop_length,\n",
" **hps.model).cuda()\n",
"_ = net_g.eval()\n",
"\n",
"_ = utils.load_checkpoint(\"pretrained_ljs.pth\", net_g, None)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"stn_tst = get_text(\"I have no idea.\", hps)\n",
"with torch.no_grad():\n",
" x_tst = stn_tst.cuda().unsqueeze(0)\n",
" x_tst_lengths = torch.LongTensor([stn_tst.size(0)]).cuda()\n",
" audio = net_g.infer(x_tst, x_tst_lengths, noise_scale=.667, noise_scale_w=0.8, length_scale=1)[0][0,0].data.cpu().float().numpy()\n",
"ipd.display(ipd.Audio(audio, rate=hps.data.sampling_rate, normalize=False))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## VCTK"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"hps = utils.get_hparams_from_file(\"./configs/vctk_base.json\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"net_g = SynthesizerTrn(\n",
" len(symbols),\n",
" hps.data.filter_length // 2 + 1,\n",
" hps.train.segment_size // hps.data.hop_length,\n",
" n_speakers=hps.data.n_speakers,\n",
" **hps.model).cuda()\n",
"_ = net_g.eval()\n",
"\n",
"_ = utils.load_checkpoint(\"pretrained_vctk.pth\", net_g, None)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"stn_tst = get_text(\"This is the course on the lawzhban logical language.\", hps)\n",
"with torch.no_grad():\n",
" x_tst = stn_tst.cuda().unsqueeze(0)\n",
" x_tst_lengths = torch.LongTensor([stn_tst.size(0)]).cuda()\n",
" sid = torch.LongTensor([4]).cuda()\n",
" audio = net_g.infer(x_tst, x_tst_lengths, sid=sid, noise_scale=.667, noise_scale_w=0.8, length_scale=1)[0][0,0].data.cpu().float().numpy()\n",
"ipd.display(ipd.Audio(audio, rate=hps.data.sampling_rate, normalize=False))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Voice Conversion"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"ename": "FileNotFoundError",
"evalue": "[Errno 2] No such file or directory: 'DUMMY2/p234/p234_071.wav'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn [15], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m dataset \u001b[39m=\u001b[39m TextAudioSpeakerLoader(hps\u001b[39m.\u001b[39;49mdata\u001b[39m.\u001b[39;49mvalidation_files, hps\u001b[39m.\u001b[39;49mdata)\n\u001b[1;32m 2\u001b[0m collate_fn \u001b[39m=\u001b[39m TextAudioSpeakerCollate()\n\u001b[1;32m 3\u001b[0m loader \u001b[39m=\u001b[39m DataLoader(dataset, num_workers\u001b[39m=\u001b[39m\u001b[39m8\u001b[39m, shuffle\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m,\n\u001b[1;32m 4\u001b[0m batch_size\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m, pin_memory\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m,\n\u001b[1;32m 5\u001b[0m drop_last\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m, collate_fn\u001b[39m=\u001b[39mcollate_fn)\n",
"File \u001b[0;32m~/lojban/jboselvoha/vits/data_utils.py:176\u001b[0m, in \u001b[0;36mTextAudioSpeakerLoader.__init__\u001b[0;34m(self, audiopaths_sid_text, hparams)\u001b[0m\n\u001b[1;32m 174\u001b[0m random\u001b[39m.\u001b[39mseed(\u001b[39m1234\u001b[39m)\n\u001b[1;32m 175\u001b[0m random\u001b[39m.\u001b[39mshuffle(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39maudiopaths_sid_text)\n\u001b[0;32m--> 176\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_filter()\n",
"File \u001b[0;32m~/lojban/jboselvoha/vits/data_utils.py:191\u001b[0m, in \u001b[0;36mTextAudioSpeakerLoader._filter\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 189\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mmin_text_len \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m \u001b[39mlen\u001b[39m(text) \u001b[39mand\u001b[39;00m \u001b[39mlen\u001b[39m(text) \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mmax_text_len:\n\u001b[1;32m 190\u001b[0m audiopaths_sid_text_new\u001b[39m.\u001b[39mappend([audiopath, sid, text])\n\u001b[0;32m--> 191\u001b[0m lengths\u001b[39m.\u001b[39mappend(os\u001b[39m.\u001b[39;49mpath\u001b[39m.\u001b[39;49mgetsize(audiopath) \u001b[39m/\u001b[39m\u001b[39m/\u001b[39m (\u001b[39m2\u001b[39m \u001b[39m*\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mhop_length))\n\u001b[1;32m 192\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maudiopaths_sid_text \u001b[39m=\u001b[39m audiopaths_sid_text_new\n\u001b[1;32m 193\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mlengths \u001b[39m=\u001b[39m lengths\n",
"File \u001b[0;32m~/lojban/jboselvoha/jboselvoha_env/lib/python3.8/genericpath.py:50\u001b[0m, in \u001b[0;36mgetsize\u001b[0;34m(filename)\u001b[0m\n\u001b[1;32m 48\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mgetsize\u001b[39m(filename):\n\u001b[1;32m 49\u001b[0m \u001b[39m\"\"\"Return the size of a file, reported by os.stat().\"\"\"\u001b[39;00m\n\u001b[0;32m---> 50\u001b[0m \u001b[39mreturn\u001b[39;00m os\u001b[39m.\u001b[39;49mstat(filename)\u001b[39m.\u001b[39mst_size\n",
"\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'DUMMY2/p234/p234_071.wav'"
]
}
],
"source": [
"dataset = TextAudioSpeakerLoader(hps.data.validation_files, hps.data)\n",
"collate_fn = TextAudioSpeakerCollate()\n",
"loader = DataLoader(dataset, num_workers=8, shuffle=False,\n",
" batch_size=1, pin_memory=True,\n",
" drop_last=True, collate_fn=collate_fn)\n",
"data_list = list(loader)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'data_list' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn [16], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[39mwith\u001b[39;00m torch\u001b[39m.\u001b[39mno_grad():\n\u001b[0;32m----> 2\u001b[0m x, x_lengths, spec, spec_lengths, y, y_lengths, sid_src \u001b[39m=\u001b[39m [x\u001b[39m.\u001b[39mcuda() \u001b[39mfor\u001b[39;00m x \u001b[39min\u001b[39;00m data_list[\u001b[39m0\u001b[39m]]\n\u001b[1;32m 3\u001b[0m sid_tgt1 \u001b[39m=\u001b[39m torch\u001b[39m.\u001b[39mLongTensor([\u001b[39m1\u001b[39m])\u001b[39m.\u001b[39mcuda()\n\u001b[1;32m 4\u001b[0m sid_tgt2 \u001b[39m=\u001b[39m torch\u001b[39m.\u001b[39mLongTensor([\u001b[39m2\u001b[39m])\u001b[39m.\u001b[39mcuda()\n",
"\u001b[0;31mNameError\u001b[0m: name 'data_list' is not defined"
]
}
],
"source": [
"with torch.no_grad():\n",
" x, x_lengths, spec, spec_lengths, y, y_lengths, sid_src = [x.cuda() for x in data_list[0]]\n",
" sid_tgt1 = torch.LongTensor([1]).cuda()\n",
" sid_tgt2 = torch.LongTensor([2]).cuda()\n",
" sid_tgt3 = torch.LongTensor([4]).cuda()\n",
" audio1 = net_g.voice_conversion(spec, spec_lengths, sid_src=sid_src, sid_tgt=sid_tgt1)[0][0,0].data.cpu().float().numpy()\n",
" audio2 = net_g.voice_conversion(spec, spec_lengths, sid_src=sid_src, sid_tgt=sid_tgt2)[0][0,0].data.cpu().float().numpy()\n",
" audio3 = net_g.voice_conversion(spec, spec_lengths, sid_src=sid_src, sid_tgt=sid_tgt3)[0][0,0].data.cpu().float().numpy()\n",
"print(\"Original SID: %d\" % sid_src.item())\n",
"ipd.display(ipd.Audio(y[0].cpu().numpy(), rate=hps.data.sampling_rate, normalize=False))\n",
"print(\"Converted SID: %d\" % sid_tgt1.item())\n",
"ipd.display(ipd.Audio(audio1, rate=hps.data.sampling_rate, normalize=False))\n",
"print(\"Converted SID: %d\" % sid_tgt2.item())\n",
"ipd.display(ipd.Audio(audio2, rate=hps.data.sampling_rate, normalize=False))\n",
"print(\"Converted SID: %d\" % sid_tgt3.item())\n",
"ipd.display(ipd.Audio(audio3, rate=hps.data.sampling_rate, normalize=False))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.10.8 (conda)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
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