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343 lines
269 KiB
343 lines
269 KiB
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## TTS with Tacotron2 + Waveflow"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import paddle\n",
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"from matplotlib import pyplot as plt\n",
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"from IPython import display as ipd\n",
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"%matplotlib inline\n",
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"\n",
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"from paddlespeech.t2s.utils import display\n",
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"from paddlespeech.t2s.utils import layer_tools\n",
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"paddle.set_device(\"gpu:0\")\n",
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"\n",
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"import sys\n",
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"sys.path.append(\"../..\")\n",
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"import examples"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Tacotron2: synthesizer model\n",
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"\n",
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"Tacotron2 is used here as a phonemes to spectrogram model. Here we will use an alternative config. In this config, the tacotron2 model does not have a binary classifier to predict whether the generation should stop.\n",
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"\n",
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"Instead, the peak position is used as the criterion. When the peak position of the attention reaches the end of the encoder outputs, it implies that the content is exhausted. So we stop the generated after 10 frames."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"from paddlespeech.t2s.models.tacotron2 import Tacotron2\n",
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"from paddlespeech.t2s.frontend import EnglishCharacter"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"data:\n",
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" batch_size: 32\n",
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" fmax: 8000\n",
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" fmin: 0\n",
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" hop_length: 256\n",
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" n_fft: 1024\n",
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" n_mels: 80\n",
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" padding_idx: 0\n",
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" sample_rate: 22050\n",
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" valid_size: 64\n",
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" win_length: 1024\n",
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"model:\n",
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" attention_filters: 32\n",
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" attention_kernel_size: 31\n",
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" d_attention: 128\n",
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" d_attention_rnn: 1024\n",
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" d_decoder_rnn: 1024\n",
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" d_encoder: 512\n",
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" d_global_condition: None\n",
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" d_postnet: 512\n",
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" d_prenet: 256\n",
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" encoder_conv_layers: 3\n",
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" encoder_kernel_size: 5\n",
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" guided_attention_loss_sigma: 0.2\n",
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" n_tones: None\n",
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" p_attention_dropout: 0.1\n",
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" p_decoder_dropout: 0.1\n",
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" p_encoder_dropout: 0.5\n",
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" p_postnet_dropout: 0.5\n",
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" p_prenet_dropout: 0.5\n",
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" postnet_conv_layers: 5\n",
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" postnet_kernel_size: 5\n",
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" reduction_factor: 1\n",
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" use_guided_attention_loss: True\n",
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" use_stop_token: False\n",
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" vocab_size: 37\n",
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"training:\n",
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" grad_clip_thresh: 1.0\n",
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" lr: 0.001\n",
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" max_iteration: 500000\n",
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" plot_interval: 1000\n",
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" save_interval: 1000\n",
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" valid_interval: 1000\n",
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" weight_decay: 1e-06\n"
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]
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}
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],
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"source": [
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"from examples.tacotron2 import config as tacotron2_config\n",
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"synthesizer_config = tacotron2_config.get_cfg_defaults()\n",
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"synthesizer_config.merge_from_file(\"configs/alternative.yaml\")\n",
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"print(synthesizer_config)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[checkpoint] Rank 0: loaded model from ../../pretrained/tacotron2/tacotron2_ljspeech_ckpt_0.3_alternative/step-50000.pdparams\n"
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]
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}
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],
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"source": [
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"frontend = EnglishCharacter()\n",
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"model = Tacotron2.from_pretrained(\n",
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" synthesizer_config, \"../../pretrained/tacotron2/tacotron2_ljspeech_ckpt_0.3_alternative/step-50000\")\n",
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"model.eval()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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" 36%|███▋ | 365/1000 [00:01<00:02, 256.89it/s]\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"content exhausted!\n"
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]
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}
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],
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"source": [
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"sentence = \"Life was like a box of chocolates, you never know what you're gonna get.\" \n",
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"sentence = paddle.to_tensor(frontend(sentence)).unsqueeze(0)\n",
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"\n",
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"with paddle.no_grad():\n",
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" outputs = model.infer(sentence)\n",
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"mel_output = outputs[\"mel_outputs_postnet\"][0].numpy().T\n",
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"alignment = outputs[\"alignments\"][0].numpy().T"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig = display.plot_alignment(alignment)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## WaveFlow: vocoder model\n",
|
|
"Generated spectrogram is converted to raw audio using a pretrained waveflow model."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"from paddlespeech.t2s.models.waveflow import ConditionalWaveFlow"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"data:\n",
|
|
" batch_size: 8\n",
|
|
" clip_frames: 65\n",
|
|
" fmax: 8000\n",
|
|
" fmin: 0\n",
|
|
" hop_length: 256\n",
|
|
" n_fft: 1024\n",
|
|
" n_mels: 80\n",
|
|
" sample_rate: 22050\n",
|
|
" valid_size: 16\n",
|
|
" win_length: 1024\n",
|
|
"model:\n",
|
|
" channels: 128\n",
|
|
" kernel_size: [3, 3]\n",
|
|
" n_flows: 8\n",
|
|
" n_group: 16\n",
|
|
" n_layers: 8\n",
|
|
" sigma: 1.0\n",
|
|
" upsample_factors: [16, 16]\n",
|
|
"training:\n",
|
|
" lr: 0.0002\n",
|
|
" max_iteration: 3000000\n",
|
|
" save_interval: 10000\n",
|
|
" valid_interval: 1000\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"from examples.waveflow import config as waveflow_config\n",
|
|
"vocoder_config = waveflow_config.get_cfg_defaults()\n",
|
|
"print(vocoder_config)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[checkpoint] Rank 0: loaded model from ../../pretrained/waveflow/waveflow_ljspeech_ckpt_0.3/step-2000000.pdparams\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"vocoder = ConditionalWaveFlow.from_pretrained(\n",
|
|
" vocoder_config, \n",
|
|
" \"../../pretrained/waveflow/waveflow_ljspeech_ckpt_0.3/step-2000000\")\n",
|
|
"layer_tools.recursively_remove_weight_norm(vocoder)\n",
|
|
"vocoder.eval()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"time: 9.412613868713379s\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"audio = vocoder.infer(paddle.transpose(outputs[\"mel_outputs_postnet\"], [0, 2, 1]))\n",
|
|
"wav = audio[0].numpy()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"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>"
|
|
]
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"ipd.Audio(wav, rate=22050)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.7.7"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 4
|
|
}
|