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Parallel WaveNet: Fast High-Fidelity Speech Synthesis.
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik...
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[Invited] Generative Model-Based Text-to-Speech Synthesis.
Heiga Zen: [Invited] Generative Model-Based Text-to-Speech Synthesis. GCCE 2018: 327-328
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Learning to Speak Fluently in a Foreign Language: Multilingual Speech...
Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran: Learning to Speak Fluently in a Foreign Language: Multilingual Speech...
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LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.
Heiga Zen, Viet Dang, Rob Clark, Yu Zhang, Ron J. Weiss, Ye Jia, Zhifeng Chen, Yonghui Wu: LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech. CoRR abs/1904.02882 (2019)
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Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James...
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Learning to Speak Fluently in a Foreign Language: Multilingual Speech...
Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran: Learning to Speak Fluently in a Foreign Language: Multilingual Speech...
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LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.
Heiga Zen, Viet Dang, Rob Clark, Yu Zhang, Ron J. Weiss, Ye Jia, Zhifeng Chen, Yonghui Wu: LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech. INTERSPEECH 2019: 1526-1530
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Hierarchical Generative Modeling for Controllable Speech Synthesis.
Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang: Hierarchical Generative Modeling for Controllable...
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Sample Efficient Adaptive Text-to-Speech.
Yutian Chen, Yannis M. Assael, Brendan Shillingford, David Budden, Scott E. Reed, Heiga Zen, Quan Wang, Luis C. Cobo, Andrew Trask, Ben Laurie, Çaglar Gülçehre, Aäron van den Oord, Oriol Vinyals, Nando...
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Speech Processing for Digital Home Assistants: Combining signal processing...
Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Björn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden: Speech Processing for Digital Home Assistants: Combining...
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Parallel Tacotron: Non-Autoregressive and Controllable TTS.
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu: Parallel Tacotron: Non-Autoregressive and Controllable TTS. CoRR abs/2010.11439 (2020)
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Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis...
Jonathan Shen, Ye Jia, Mike Chrzanowski, Yu Zhang, Isaac Elias, Heiga Zen, Yonghui Wu: Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling....
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WaveGrad: Estimating Gradients for Waveform Generation.
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan: WaveGrad: Estimating Gradients for Waveform Generation. CoRR abs/2009.00713 (2020)
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Generating diverse and natural text-to-speech samples using a quantized...
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu: Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE...
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Fully-hierarchical fine-grained prosody modeling for interpretable speech...
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu: Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis. CoRR abs/2002.03785 (2020)
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Generating Diverse and Natural Text-to-Speech Samples Using a Quantized...
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu: Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE...
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Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech...
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu: Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis. ICASSP 2020: 6264-6268
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WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis.
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan: WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis. CoRR abs/2106.09660 (2021)
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PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS.
Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu: PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS. CoRR abs/2103.15060 (2021)
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Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with...
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Jia Ye, R. J. Skerry-Ryan, Yonghui Wu: Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling. CoRR...
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WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis.
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan: WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis. Interspeech 2021: 3765-3769
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Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based...
Zhehuai Chen, Andrew Rosenberg, Yu Zhang, Heiga Zen, Mohammadreza Ghodsi, Yinghui Huang, Jesse Emond, Gary Wang, Bhuvana Ramabhadran, Pedro J. Moreno: Semi-Supervision in ASR: Sequential MixMatch and...
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PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS.
Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu: PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS. Interspeech 2021: 151-155
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Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with...
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, R. J. Skerry-Ryan, Yonghui Wu: Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling. Interspeech...
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WaveGrad: Estimating Gradients for Waveform Generation.
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan: WaveGrad: Estimating Gradients for Waveform Generation. ICLR 2021
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Parallel Tacotron: Non-Autoregressive and Controllable TTS.
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu: Parallel Tacotron: Non-Autoregressive and Controllable TTS. ICASSP 2021: 5709-5713
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Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation.
Nobuyuki Morioka, Heiga Zen, Nanxin Chen, Yu Zhang, Yifan Ding: Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation. CoRR abs/2210.15868 (2022)
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Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for...
Takaaki Saeki, Heiga Zen, Zhehuai Chen, Nobuyuki Morioka, Gary Wang, Yu Zhang, Ankur Bapna, Andrew Rosenberg, Bhuvana Ramabhadran: Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised...
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WaveFit: An Iterative and Non-autoregressive Neural Vocoder based on...
Yuma Koizumi, Kohei Yatabe, Heiga Zen, Michiel Bacchiani: WaveFit: An Iterative and Non-autoregressive Neural Vocoder based on Fixed-Point Iteration. CoRR abs/2210.01029 (2022)
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Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For...
Lev Finkelstein, Heiga Zen, Norman Casagrande, Chun-an Chan, Ye Jia, Tom Kenter, Alexey Petelin, Jonathan Shen, Vincent Wan, Yu Zhang, Yonghui Wu, Rob Clark: Training Text-To-Speech Systems From...
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MAESTRO: Matched Speech Text Representations through Modality Matching.
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen: MAESTRO: Matched Speech Text Representations through Modality Matching. CoRR abs/2204.03409 (2022)
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SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive...
Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani: SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. CoRR abs/2203.16749 (2022)
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CVSS Corpus and Massively Multilingual Speech-to-Speech Translation.
Ye Jia, Michelle Tadmor Ramanovich, Quan Wang, Heiga Zen: CVSS Corpus and Massively Multilingual Speech-to-Speech Translation. CoRR abs/2201.03713 (2022)
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Wavefit: an Iterative and Non-Autoregressive Neural Vocoder Based on...
Yuma Koizumi, Kohei Yatabe, Heiga Zen, Michiel Bacchiani: Wavefit: an Iterative and Non-Autoregressive Neural Vocoder Based on Fixed-Point Iteration. SLT 2022: 884-891
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CVSS Corpus and Massively Multilingual Speech-to-Speech Translation.
Ye Jia, Michelle Tadmor Ramanovich, Quan Wang, Heiga Zen: CVSS Corpus and Massively Multilingual Speech-to-Speech Translation. LREC 2022: 6691-6703
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Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For...
Lev Finkelstein, Heiga Zen, Norman Casagrande, Chun-an Chan, Ye Jia, Tom Kenter, Alexey Petelin, Jonathan Shen, Vincent Wan, Yu Zhang, Yonghui Wu, Rob Clark: Training Text-To-Speech Systems From...
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MAESTRO: Matched Speech Text Representations through Modality Matching.
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen: MAESTRO: Matched Speech Text Representations through Modality Matching. INTERSPEECH 2022: 4093-4097
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SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive...
Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani: SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. INTERSPEECH 2022: 803-807
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SayTap: Language to Quadrupedal Locomotion.
Yujin Tang, Wenhao Yu, Jie Tan, Heiga Zen, Aleksandra Faust, Tatsuya Harada: SayTap: Language to Quadrupedal Locomotion. CoRR abs/2306.07580 (2023)
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LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus.
Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Michiel Bacchiani, Yu Zhang, Wei Han, Ankur Bapna: LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus. CoRR...
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Translatotron 3: Speech to Speech Translation with Monolingual Data.
Eliya Nachmani, Alon Levkovitch, Yifan Ding, Chulayuth Asawaroengchai, Heiga Zen, Michelle Tadmor Ramanovich: Translatotron 3: Speech to Speech Translation with Monolingual Data. CoRR abs/2305.17547...
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Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech...
Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Yu Zhang, Wei Han, Ankur Bapna, Michiel Bacchiani: Miipher: A Robust Speech Restoration Model Integrating...
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Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech...
Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Yu Zhang, Wei Han, Ankur Bapna, Michiel Bacchiani: Miipher: A Robust Speech Restoration Model Integrating...
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Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for...
Takaaki Saeki, Heiga Zen, Zhehuai Chen, Nobuyuki Morioka, Gary Wang, Yu Zhang, Ankur Bapna, Andrew Rosenberg, Bhuvana Ramabhadran: Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised...
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Guest Editorial: Special Issue on Affective Speech and Language Synthesis,...
Shahin Amiriparian, Björn W. Schuller, Nabiha Asghar, Heiga Zen, Felix Burkhardt: Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion. IEEE Trans....
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Twenty-Five Years of Evolution in Speech and Language Processing.
Dong Yu, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed: Twenty-Five Years of...
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Extracting representative subset from extensive text data for training...
Jun Suzuki, Heiga Zen, Hideto Kazawa: Extracting representative subset from extensive text data for training pre-trained language models. Inf. Process. Manag. 60(3): 103249 (2023)
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Lightweight, Multi-Speaker, Multi-Lingual Indic Text-to-Speech.
Abhayjeet Singh, Amala Nagireddi, Deekshitha G, Jesuraja Bandekar, Roopa R., Sandhya Badiger, Sathvik Udupa, Prasanta Kumar Ghosh, Hema A. Murthy, Heiga Zen, Pranaw Kumar, Kamal Kant, Amol Bole, Bira...
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SayTap: Language to Quadrupedal Locomotion.
Yujin Tang, Wenhao Yu, Jie Tan, Heiga Zen, Aleksandra Faust, Tatsuya Harada: SayTap: Language to Quadrupedal Locomotion. CoRL 2023: 3556-3570
View ArticleExtending Multilingual Speech Synthesis to 100+ Languages without Transcribed...
Takaaki Saeki, Gary Wang, Nobuyuki Morioka, Isaac Elias, Kyle Kastner, Andrew Rosenberg, Bhuvana Ramabhadran, Heiga Zen, Françoise Beaufays, Hadar Shemtov: Extending Multilingual Speech Synthesis to...
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