Ron J. Weiss

According to our database, Ron J. Weiss authored at least 63 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

G-Augment: Searching for the Meta-Structure of Data Augmentation Policies for ASR.

Gary Wang, Ekin D. Cubuk, Andrew Rosenberg, Shuyang Cheng, Ron J. Weiss, Bhuvana Ramabhadran, Pedro J. Moreno, Quoc V. Le, Daniel S. Park

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

2021

Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation.

Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Multitask Training with Text Data for End-to-End Speech Recognition.

Peidong Wang, Tara N. Sainath, Ron J. Weiss

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis.

Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

WaveGrad: Estimating Gradients for Waveform Generation.

Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan

Proceedings of the 9th International Conference on Learning Representations, 2021

Wave-Tacotron: Spectrogram-Free End-to-End Text-to-Speech Synthesis.

Ron J. Weiss, R. J. Skerry-Ryan, Eric Battenberg, Soroosh Mariooryad, Diederik P. Kingma

Proceedings of the IEEE International Conference on Acoustics, 2021

Parallel Tacotron: Non-Autoregressive and Controllable TTS.

Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Unsupervised Sound Separation Using Mixtures of Mixtures.

Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey

CoRR, 2020

Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior.

Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu

CoRR, 2020

Unsupervised Sound Separation Using Mixture Invariant Training.

Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis.

Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE and Autoregressive Prosody Prior.

Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Attention-Based Joint Acoustic and Text on-Device End-To-End Model.

Tara N. Sainath, Ruoming Pang, Ron J. Weiss, Yanzhang He, Chung-Cheng Chiu, Trevor Strohman

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Unsupervised Speech Representation Learning Using WaveNet Autoencoders.

Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord

IEEE ACM Trans. Audio Speech Lang. Process., 2019

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 Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon

CoRR, 2019

Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning.

Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking.

Quan Wang, Hannah Muckenhirn, Kevin W. Wilson, Prashant Sridhar, Zelin Wu, John R. Hershey, Rif A. Saurous, Ron J. Weiss, Ye Jia, Ignacio López-Moreno

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model.

Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation.

Fadi Biadsy, Ron J. Weiss, Pedro J. Moreno, Dimitri Kanvesky, Ye Jia

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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

Proceedings of the 7th International Conference on Learning Representations, 2019

Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation.

Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu

Proceedings of the IEEE International Conference on Acoustics, 2019

Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization.

Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Yu-An Chung, Yuxuan Wang, Yonghui Wu, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2019

A Spelling Correction Model for End-to-end Speech Recognition.

Jinxi Guo, Tara N. Sainath, Ron J. Weiss

Proceedings of the IEEE International Conference on Acoustics, 2019

Audio Texture Synthesis with Random Neural Networks: Improving Diversity and Quality.

Joseph M. Antognini, Matt Hoffman, Ron J. Weiss

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Synthesizing Diverse, High-Quality Audio Textures.

Joseph M. Antognini, Matt Hoffman, Ron J. Weiss

CoRR, 2018

Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.

Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron.

R. J. Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J. Weiss, Rob Clark, Rif A. Saurous

Proceedings of the 35th International Conference on Machine Learning, 2018

Multilingual Speech Recognition with a Single End-to-End Model.

Shubham Toshniwal, Tara N. Sainath, Ron J. Weiss, Bo Li, Pedro J. Moreno, Eugene Weinstein, Kanishka Rao

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions.

Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On Using Backpropagation for Speech Texture Generation and Voice Conversion.

Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

State-of-the-Art Speech Recognition with Sequence-to-Sequence Models.

Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Bo Li, Arun Narayanan, Ehsan Variani, Michiel Bacchiani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech.

Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen

CoRR, 2017

Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model.

Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous

CoRR, 2017

Sequence-to-Sequence Models Can Directly Translate Foreign Speech.

Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Tacotron: Towards End-to-End Speech Synthesis.

Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Acoustic Modeling for Google Home.

Bo Li, Tara N. Sainath, Arun Narayanan, Joe Caroselli, Michiel Bacchiani, Ananya Misra, Izhak Shafran, Hasim Sak, Golan Pundak, Kean K. Chin, Khe Chai Sim, Ron J. Weiss, Kevin W. Wilson, Ehsan Variani, Chanwoo Kim, Olivier Siohan, Mitchel Weintraub, Erik McDermott, Richard Rose, Matt Shannon

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Online and Linear-Time Attention by Enforcing Monotonic Alignments.

Colin Raffel, Minh-Thang Luong, Peter J. Liu, Ron J. Weiss, Douglas Eck

Proceedings of the 34th International Conference on Machine Learning, 2017

CNN architectures for large-scale audio classification.

Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Raw Multichannel Processing Using Deep Neural Networks.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction.

Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition.

Bo Li, Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Michiel Bacchiani

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Factored spatial and spectral multichannel raw waveform CLDNNs.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Learning the speech front-end with raw waveform CLDNNs.

Tara N. Sainath, Ron J. Weiss, Andrew W. Senior, Kevin W. Wilson, Oriol Vinyals

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Speech acoustic modeling from raw multichannel waveforms.

Yedid Hoshen, Ron J. Weiss, Kevin W. Wilson

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2013

Affinity Weighted Embedding

Jason Weston, Ron J. Weiss, Hector Yee

Proceedings of the 1st International Conference on Learning Representations, 2013

Learning to rank recommendations with the k-order statistic loss.

Jason Weston, Hector Yee, Ron J. Weiss

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Nonlinear latent factorization by embedding multiple user interests.

Jason Weston, Ron J. Weiss, Hector Yee

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2012

Latent Collaborative Retrieval.

Jason Weston, Chong Wang, Ron J. Weiss, Adam Berenzweig

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Combining localization cues and source model constraints for binaural source separation.

Ron J. Weiss, Michael I. Mandel, Daniel P. W. Ellis

Speech Commun., 2011

Unsupervised Discovery of Temporal Structure in Music.

Ron J. Weiss, Juan Pablo Bello

IEEE J. Sel. Top. Signal Process., 2011

Evaluating music sequence models through missing data.

Thierry Bertin-Mahieux, Graham Grindlay, Ron J. Weiss, Daniel P. W. Ellis

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Model-Based Expectation-Maximization Source Separation and Localization.

Michael I. Mandel, Ron J. Weiss, Daniel P. W. Ellis

IEEE Trans. Speech Audio Process., 2010

Speech separation using speaker-adapted eigenvoice speech models.

Ron J. Weiss, Daniel P. W. Ellis

Comput. Speech Lang., 2010

Identifying Repeated Patterns in Music Using Sparse Convolutive Non-negative Matrix Factorization.

Ron J. Weiss, Juan Pablo Bello

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Clustering Beat-Chroma Patterns in a Large Music Database.

Thierry Bertin-Mahieux, Ron J. Weiss, Daniel P. W. Ellis

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009

A variational EM algorithm for learning eigenvoice parameters in mixed signals.

Ron J. Weiss, Daniel P. W. Ellis

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Source separation based on binaural cues and source model constraints.

Ron J. Weiss, Michael I. Mandel, Daniel P. W. Ellis

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

DySANA: dynamic speech and noise adaptation for voice activity detection.

Ron J. Weiss, Trausti T. Kristjansson

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2006

Estimating single-channel source separation masks: relevance vector machine classifiers vs. pitch-based masking.

Ron J. Weiss, Daniel P. W. Ellis

Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2006

Model-Based Monaural Source Separation Using a Vector-Quantized Phase-Vocoder Representation.

Daniel P. W. Ellis, Ron J. Weiss

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006