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Audio Sample
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==================
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The main processes of TTS include:
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1. Convert the original text into characters/phonemes, through ``text frontend`` module.
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2. Convert characters/phonemes into acoustic features , such as linear spectrogram, mel spectrogram, LPC features, etc. through ``Acoustic models``.
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3. Convert acoustic features into waveforms through ``Vocoders``.
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When training ``Tacotron2``、``TransformerTTS`` and ``WaveFlow``, we use English single speaker TTS dataset `LJSpeech <https://keithito.com/LJ-Speech-Dataset/>`_ by default. However, when training ``SpeedySpeech``, ``FastSpeech2`` and ``ParallelWaveGAN``, we use Chinese single speaker dataset `CSMSC <https://test.data-baker.com/data/index/source/>`_ by default.
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In the future, ``PaddleSpeech TTS`` will mainly use Chinese TTS datasets for default examples.
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Here, we will display three types of audio samples:
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1. Analysis/synthesis (ground-truth spectrograms + Vocoder)
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2. TTS (Acoustic model + Vocoder)
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3. Chinese TTS with/without text frontend (mainly tone sandhi)
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Analysis/synthesis
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--------------------------
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Audio samples generated from ground-truth spectrograms with a vocoder.
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.. raw:: html
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<b>LJSpeech(English)</b>
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<br>
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</br>
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<div class="table">
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<table border="2" cellspacing="1" cellpadding="1">
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<tr>
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<th align="center"> Text </th>
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<th align="center"> GT </th>
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<th align="center"> WaveFlow </th>
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</tr>
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<tr>
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<td >Printing, in the only sense with which we are at present concerned, differs from most if not from all the arts and crafts represented in the Exhibition</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/ljspeech_gt/LJ001-0001.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/waveflow_res128_ljspeech_samples_1.0/step_2000k_sentence_0.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>in being comparatively modern.</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/ljspeech_gt/LJ001-0002.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/waveflow_res128_ljspeech_samples_1.0/step_2000k_sentence_1.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>For although the Chinese took impressions from wood blocks engraved in relief for centuries before the woodcutters of the Netherlands, by a similar process</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/ljspeech_gt/LJ001-0003.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/waveflow_res128_ljspeech_samples_1.0/step_2000k_sentence_2.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>produced the block books, which were the immediate predecessors of the true printed book</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/ljspeech_gt/LJ001-0004.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/waveflow_res128_ljspeech_samples_1.0/step_2000k_sentence_3.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>the invention of movable metal letters in the middle of the fifteenth century may justly be considered as the invention of the art of printing.</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/ljspeech_gt/LJ001-0005.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/waveflow_res128_ljspeech_samples_1.0/step_2000k_sentence_4.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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</table>
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<br>
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</br>
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<b>CSMSC(Chinese)</b>
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<br>
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</br>
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<table border="2" cellspacing="1" cellpadding="1">
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<tr>
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<th align="center"> Text </th>
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<th align="center"> GT (convert to 24k) </th>
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<th align="center"> ParallelWaveGAN </th>
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</tr>
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<tr>
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<td>昨日，这名“伤者”与医生全部被警方依法刑事拘留</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/baker_gt_24k/009901.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/pwg_baker_ckpt_0.4/009901.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>钱伟长想到上海来办学校是经过深思熟虑的。</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/baker_gt_24k/009902.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/pwg_baker_ckpt_0.4/009902.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>她见我一进门就骂，吃饭时也骂，骂得我抬不起头。</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/baker_gt_24k/009903.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/pwg_baker_ckpt_0.4/009903.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>李述德在离开之前，只说了一句“柱驼杀父亲了”</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/baker_gt_24k/009904.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/pwg_baker_ckpt_0.4/009904.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>这种车票和保险单捆绑出售属于重复性购买。</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/baker_gt_24k/009905.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/pwg_baker_ckpt_0.4/009905.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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</table>
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</div>
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<br>
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<br>
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TTS
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-------------------
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Audio samples generated by a TTS system. Text is first transformed into spectrogram by a text-to-spectrogram model, then the spectrogram is converted into raw audio by a vocoder.
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.. raw:: html
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<b>LJSpeech(English)</b>
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<br>
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</br>
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<div class="table">
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<table border="2" cellspacing="1" cellpadding="1">
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<tr>
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<th align="center"> Text </th>
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<th align="center"> TransformerTTS + WaveFlow </th>
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<th align="center"> Tacotron2 + WaveFlow </th>
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</tr>
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<tr>
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<td>Life was like a box of chocolates, you never know what you're gonna get.</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/001.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_1.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>With great power there must come great responsibility.</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/002.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_2.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>To be or not to be, that’s a question.</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/003.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_3.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>A man can be destroyed but not defeated.</td>
|
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<td>
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<audio controls="controls">
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<source
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/004.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
|
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<td>
|
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<audio controls="controls">
|
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|
<source
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_4.wav"
|
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type="audio/wav">
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|
Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>Do not, for one repulse, give up the purpose that you resolved to effort.</td>
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<td>
|
|
|
<audio controls="controls">
|
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|
<source
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/005.wav"
|
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type="audio/wav">
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|
Your browser does not support the <code>audio</code> element.
|
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|
</audio>
|
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</td>
|
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<td>
|
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<audio controls="controls">
|
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|
<source
|
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_5.wav"
|
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type="audio/wav">
|
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|
Your browser does not support the <code>audio</code> element.
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</audio>
|
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</td>
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</tr>
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<tr>
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|
<td>Death is just a part of life, something we're all destined to do.</td>
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|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/006.wav"
|
|
|
type="audio/wav">
|
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|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
|
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|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_6.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
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</td>
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</tr>
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<tr>
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<td>I think it's hard winning a war with words. </td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/007.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_7.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>Don’t argue with the people of strong determination, because they may change the fact!</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/008.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_8.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>Love you three thousand times.</td>
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<td>
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<audio controls="controls">
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<source
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/transformer_tts_ljspeech_ckpt_0.4_waveflow_ljspeech_ckpt_0.3/009.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/tacotron2_ljspeech_waveflow_samples_0.2/sentence_9.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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</table>
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<br>
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</br>
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<b>CSMSC(Chinese)</b>
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<br>
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</br>
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<table border="2" cellspacing="1" cellpadding="1">
|
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<tr>
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|
|
<th align="center"> Text </th>
|
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|
<th align="center"> SpeedySpeech + ParallelWaveGAN </th>
|
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|
<th align="center"> FastSpeech2 + ParallelWaveGAN </th>
|
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</tr>
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<tr>
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<td>凯莫瑞安联合体的经济崩溃，迫在眉睫。</td>
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<td>
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<audio controls="controls">
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<source
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/001.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/001.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>对于所有想要离开那片废土，去寻找更美好生活的人来说。</td>
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<td>
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<audio controls="controls">
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<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/002.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/002.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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|
<td>克哈，是你们所有人安全的港湾。</td>
|
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<td>
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|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/003.wav"
|
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type="audio/wav">
|
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|
Your browser does not support the <code>audio</code> element.
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</audio>
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|
|
</td>
|
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|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/003.wav"
|
|
|
type="audio/wav">
|
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|
Your browser does not support the <code>audio</code> element.
|
|
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</audio>
|
|
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</td>
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</tr>
|
|
|
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<tr>
|
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|
<td>为了保护尤摩扬人民不受异虫的残害，我所做的，比他们自己的领导委员会都多。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/004.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/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/004.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>无论他们如何诽谤我，我将继续为所有泰伦人的最大利益，而努力奋斗。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/005.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/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/005.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>身为你们的元首，我带领泰伦人实现了人类统治领地和经济的扩张。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/006.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/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/006.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>我们将继续成长，用行动回击那些只会说风凉话，不愿意和我们相向而行的害群之马。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/007.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/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/007.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>帝国武装力量，无数的优秀儿女，正时刻守卫着我们的家园大门，但是他们孤木难支。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/008.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/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/008.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>凡是今天应征入伍者，所获的所有刑罚罪责，减半。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speedyspeech_baker_ckpt_0.4_pwg_baker_ckpt_0.4/009.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/fastspeech2_nosil_baker_ckpt_0.4_parallel_wavegan_baker_ckpt_0.4/009.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</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>
|
|
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<tr>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_004.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_004.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_004.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_005.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_005.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_005.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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<tr>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_007.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_007.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_007.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_008.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_008.wav"
|
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
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<source
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src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_008.wav"
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type="audio/wav">
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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</tr>
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<tr>
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<td>
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<audio controls="controls">
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<source
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x0.8_009.wav"
|
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type="audio/wav">
|
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Your browser does not support the <code>audio</code> element.
|
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</audio>
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</td>
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<td>
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<audio controls="controls">
|
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<source
|
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1_009.wav"
|
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type="audio/wav">
|
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Your browser does not support the <code>audio</code> element.
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</audio>
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</td>
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<td>
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<audio controls="controls">
|
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<source
|
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/speed/x1.2_009.wav"
|
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type="audio/wav">
|
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Your browser does not support the <code>audio</code> element.
|
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</audio>
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</td>
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</tr>
|
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<table>
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<div>
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<br>
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<br>
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|
Chinese TTS with/without text frontend
|
|
|
--------------------------------------
|
|
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|
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|
We provide a complete Chinese text frontend module in ``PaddleSpeech TTS``. ``Text Normalization`` and ``G2P`` are the most important modules in text frontend, We assume that the texts are normalized already, and mainly compare ``G2P`` module here.
|
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|
We use ``FastSpeech2`` + ``ParallelWaveGAN`` here.
|
|
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|
.. raw:: html
|
|
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|
<div class="table">
|
|
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<table border="2" cellspacing="1" cellpadding="1">
|
|
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<tr>
|
|
|
<th align="center"> Text</th>
|
|
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<th align="center"> With Text Frontend </th>
|
|
|
<th align="center"> Without Text Frontend </th>
|
|
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</tr>
|
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<tr>
|
|
|
<td>他只是一个纸老虎。</td>
|
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<td>
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<audio controls="controls">
|
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<source
|
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|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/001.wav"
|
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type="audio/wav">
|
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|
Your browser does not support the <code>audio</code> element.
|
|
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</audio>
|
|
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</td>
|
|
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<td>
|
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<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/without_frontend/001.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
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</audio>
|
|
|
</td>
|
|
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</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/with_frontend/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/without_frontend/002.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>老板的轿车需要保养。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/003.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>我们所有人都好喜欢你呀。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/004.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>岂有此理。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/005.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>虎骨酒多少钱一瓶。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/006.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>这件事情需要冷处理。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/007.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>这个老奶奶是个大喇叭。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/008.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>我喜欢说相声。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/009.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
<tr>
|
|
|
<td>有一天，我路过了一栋楼。</td>
|
|
|
<td>
|
|
|
<audio controls="controls">
|
|
|
<source
|
|
|
src="https://paddlespeech.bj.bcebos.com/Parakeet/docs/demos/with_frontend/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/without_frontend/010.wav"
|
|
|
type="audio/wav">
|
|
|
Your browser does not support the <code>audio</code> element.
|
|
|
</audio>
|
|
|
</td>
|
|
|
</tr>
|
|
|
|
|
|
<table>
|
|
|
</div>
|
|
|
<br>
|
|
|
<br>
|
|
|
|
|
|
|
