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PaddleSpeech
mirror of https://github.com/PaddlePaddle/PaddleSpeech
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add paddle tts vs espnet tts demos

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pull/956/head
TianYuan 3 years ago
parent 0c3c218305
commit 9ccef7fa04
5 changed files with 577 additions and 13 deletions
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2
docs/source/_static/custom.css
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@ -2,4 +2,4 @@
max-width: 80%;
}
.table table{ background:#b9b9b9}
.table table td{ background:#FFF}
.table table td{ background:#FFF; }

269
docs/source/tts/demo.rst
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@ -248,7 +248,8 @@ Audio samples generated from ground-truth spectrograms with a vocoder.
</tr>
</table>
</div>
<br>
<br>
TTS
-------------------
@ -633,10 +634,264 @@ Audio samples generated by a TTS system. Text is first transformed into spectrog
</td>
</tr>
</table>
</div>
<br>
<br>
Multi-Speaker TTS
-------------------
PaddleSpeech also support Multi-Speaker TTS, we provide the audio demos generated by FastSpeech2 + ParallelWaveGAN, we use AISHELL-3 Multi-Speaker TTS dataset.
.. raw:: html
<div class="table">
<table border="2" cellspacing="1" cellpadding="1">
<tr>
<th align="center"> Text </th>
<th align="center"> Origin </th>
<th align="center"> Generated </th>
</tr>
<table>
<div>
<br>
<br>
Duration control in FastSpeech2
--------------------------------------
In our FastSpeech2, we can control ``duration``, ``pitch`` and ``energy``, we provide the audio demos of duration control here. ``duration`` means the duration of phonemes, when we reduce duration, the speed of audios will increase, and when we incerase ``duration``, the speed of audios will reduce.
The ``duration`` of different phonemes in a sentence can have different scale ratios (when you want to slow down one word and keep the other words' speed in a sentence). Here we use a fixed scale ratio for different phonemes to control the ``speed`` of audios.
The duration control in FastSpeech2 can control the speed of audios will keep the pitch. (in some speech tool, increase the speed will increase the pitch, and vice versa.)
.. raw:: html
<div class="table">
<table border="2" cellspacing="1" cellpadding="1">
<tr>
<th align="center"> Speed(0.8x) </th>
<th align="center"> Speed(1x) </th>
<th align="center"> Speed(1.2x) </th>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_001.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_001.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_001.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_002.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_002.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_002.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_003.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_003.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_003.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_004.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_004.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_004.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_005.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_005.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_005.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_007.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_007.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_007.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_008.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_008.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_008.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_009.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_009.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_009.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<table>
<div>
<br>
<br>
Chinese TTS with/without text frontend
--------------------------------------
@ -650,9 +905,9 @@ We use ``FastSpeech2`` + ``ParallelWaveGAN`` here.
<div class="table">
<table border="2" cellspacing="1" cellpadding="1">
<tr>
<th align="left"> Text</th>
<th align="left"> With Text Frontend </th>
<th align="left"> Without Text Frontend </th>
<th align="center"> Text</th>
<th align="center"> With Text Frontend </th>
<th align="center"> Without Text Frontend </th>
</tr>
<tr>
<td>他只是一个纸老虎。</td>
@ -846,6 +1101,8 @@ We use ``FastSpeech2`` + ``ParallelWaveGAN`` here.
</tr>
<table>
</div>
</div>
<br>
<br>

280
docs/source/tts/demo_2.rst
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@ -5,3 +5,283 @@ This is an audio demo page to contrast PaddleSpeech TTS and Espnet TTS, We use t
We use Espnet's released models here.
FastSpeech2 + Parallel WaveGAN in CSMSC
.. raw:: html
<div class="table">
<table border="2" cellspacing="1" cellpadding="1">
<tr>
<th align="center"> Text </th>
<th align="center"> Espent TTS </th>
<th align="center"> PaddleSpeech TTS </th>
</tr>
<tr>
<td>早上好，今天是2020/10/29，最低温度是-3°C。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/001.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/001.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>你好，我的编号是37249，很高兴为您服务。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/002.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/002.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>我们公司有37249个人。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/003.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/003.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>我出生于2005年10月8日。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/004.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/004.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>我们习惯在12:30吃中午饭。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/005.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/005.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>只要有超过3/4的人投票同意，你就会成为我们的新班长。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/006.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/006.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>我要买一只价值999.9元的手表。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/007.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/007.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>我的手机号是18544139121，欢迎来电。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/008.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/008.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>明天有62%的概率降雨。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/009.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/009.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>手表厂有五种好产品。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/010.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/010.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>跑马场有五百匹很勇敢的千里马。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/011.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/011.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>有一天，我看到了一栋楼，我顿感不妙，因为我看不清里面有没有人。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/012.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/012.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>史小姐拿着小雨伞去找她的老保姆了。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/013.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/013.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
<tr>
<td>不要相信这个老奶奶说的话，她一点儿也不好。</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/espent/014.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
<td>
<audio controls="controls">
<source
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/parakeet_espnet_fs2_pwg_demo/tn_g2p/parakeet/014.wav"
type="audio/wav">
Your browser does not support the <code>audio</code> element.
</audio>
</td>
</tr>
</table>
</div>

14
docs/source/tts/test_sentence.txt
Unescape View File

@ -0,0 +1,14 @@
001 早上好，今天是2020/10/29，最低温度是-3°C。
002 你好，我的编号是37249，很高兴为您服务。
003 我们公司有37249个人。
004 我出生于2005年10月8日。
005 我们习惯在12:30吃中午饭。
006 只要有超过3/4的人投票同意，你就会成为我们的新班长。
007 我要买一只价值999.9元的手表。
008 我的手机号是18544139121，欢迎来电。
009 明天有62%的概率降雨。
010 手表厂有五种好产品。
011 跑马场有五百匹很勇敢的千里马。
012 有一天，我看到了一栋楼，我顿感不妙，因为我看不清里面有没有人。
013 史小姐拿着小雨伞去找她的老保姆了。
014 不要相信这个老奶奶说的话，她一点儿也不好。

25
parakeet/models/fastspeech2/fastspeech2.py
Unescape View File

@ -420,9 +420,18 @@ class FastSpeech2(nn.Layer):
if is_inference:
# (B, Tmax)
d_outs = self.duration_predictor.inference(hs, d_masks)
if ds is not None:
d_outs = ds
else:
d_outs = self.duration_predictor.inference(hs, d_masks)
if ps is not None:
p_outs = ps
if es is not None:
e_outs = es
# use prediction in inference
# (B, Tmax, 1)
p_embs = self.pitch_embed(p_outs.transpose((0, 2, 1))).transpose(
(0, 2, 1))
e_embs = self.energy_embed(e_outs.transpose((0, 2, 1))).transpose(
@ -513,7 +522,7 @@ class FastSpeech2(nn.Layer):
x = paddle.cast(text, 'int64')
y = speech
spemb = spembs
if durations:
if durations is not None:
d = paddle.cast(durations, 'int64')
p, e = pitch, energy
# setup batch axis
@ -531,9 +540,12 @@ class FastSpeech2(nn.Layer):
if use_teacher_forcing:
# use groundtruth of duration, pitch, and energy
ds, ps, es = d.unsqueeze(0), p.unsqueeze(0), e.unsqueeze(0)
ds = d.unsqueeze(0) if d is not None else None
ps = p.unsqueeze(0) if p is not None else None
es = e.unsqueeze(0) if e is not None else None
# ds, ps, es = , p.unsqueeze(0), e.unsqueeze(0)
# (1, L, odim)
_, outs, *_ = self._forward(
_, outs, d_outs, *_ = self._forward(
xs,
ilens,
ys,
@ -542,10 +554,11 @@ class FastSpeech2(nn.Layer):
es=es,
spembs=spembs,
spk_id=spk_id,
tone_id=tone_id)
tone_id=tone_id,
is_inference=True)
else:
# (1, L, odim)
_, outs, *_ = self._forward(
_, outs, d_outs, *_ = self._forward(
xs,
ilens,
ys,

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