Ron J. Weiss

Yuan Cao, Melvin Johnson, Wolfgang Macherey, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On Using Backpropagation for Speech Texture Generation and Voice Conversion

Samy Bengio, Ron J. Weiss, Rif A. Saurous, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Content-Based Methods for Knowledge Discovery in Music

Peter Grosche, Ron J. Weiss, Juan Pablo Bello, 2018 .

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

James Glass, James R. Glass, Yonghui Wu, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Model-Based Expectation-Maximization Source Separation and Localization

Daniel P. W. Ellis, Michael I. Mandel, Ron J. Weiss, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

Online and Linear-Time Attention by Enforcing Monotonic Alignments

Colin Raffel, Ron J. Weiss, Minh-Thang Luong, 2017, ICML.

Synthesizing Diverse, High-Quality Audio Textures pdf

Ron J. Weiss, Matt Hoffman, Joseph M. Antognini, 2018, ArXiv.

Tacotron: Towards End-to-End Speech Synthesis

Samy Bengio, Quoc V. Le, Navdeep Jaitly, 2017, INTERSPEECH.

Learning the speech front-end with raw waveform CLDNNs

Tara N. Sainath, Oriol Vinyals, Ron J. Weiss, 2015, INTERSPEECH.

Parallel Tacotron: Non-Autoregressive and Controllable TTS pdf

Heiga Zen, Ron J. Weiss, Ye Jia, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling pdf

Tara N. Sainath, Ankur Bapna, Navdeep Jaitly, 2019, ArXiv.

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

Heiga Zen, Bhuvana Ramabhadran, Yu Zhang, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Matthew D. Hoffman, Ron J. Weiss, Joseph M. Antognini, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Evaluating music sequence models through missing data

Thierry Bertin-Mahieux, Daniel P. W. Ellis, Ron J. Weiss, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Tara N. Sainath, Ron J. Weiss, Bo Li, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Discovery of Temporal Structure in Music

Ron J. Weiss, Juan Pablo Bello, 2011, IEEE Journal of Selected Topics in Signal Processing.

Raw Multichannel Processing Using Deep Neural Networks

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2017, New Era for Robust Speech Recognition, Exploiting Deep Learning.

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

Daniel P. W. Ellis, Ron J. Weiss, D. Ellis, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

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

Tara N. Sainath, Navdeep Jaitly, Yonghui Wu, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Underdetermined source separation using speaker subspace models

Ron J. Weiss, 2009 .

Speech acoustic modeling from raw multichannel waveforms

Ron J. Weiss, Kevin W. Wilson, Yedid Hoshen, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Fadi Biadsy, Ye Jia, Ron J. Weiss, 2019, INTERSPEECH.

Combining localization cues and source model constraints for binaural source separation

Daniel P. W. Ellis, Michael I. Mandel, Ron J. Weiss, 2011, Speech Commun..

Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions

Navdeep Jaitly, Yuxuan Wang, Yonghui Wu, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Navdeep Jaitly, Yonghui Wu, Zhifeng Chen, 2017, ArXiv.

Source separation based on binaural cues and source model constraints

Daniel P. W. Ellis, Michael I. Mandel, Ron J. Weiss, 2008, INTERSPEECH.

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

Daniel P. W. Ellis, Ron J. Weiss, D. Ellis, 2006, SAPA@INTERSPEECH.

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

Tara N. Sainath, Ron J. Weiss, Jinxi Guo, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Direct speech-to-speech translation with a sequence-to-sequence model

Melvin Johnson, Wolfgang Macherey, Fadi Biadsy, 2019, INTERSPEECH.

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

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2016, INTERSPEECH.

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

Heiga Zen, Bhuvana Ramabhadran, Yonghui Wu, 2019, INTERSPEECH.

Unsupervised Sound Separation Using Mixtures of Mixtures pdf

Efthymios Tzinis, Scott Wisdom, John R. Hershey, 2020, ArXiv.

Sequence-to-Sequence Models Can Directly Translate Foreign Speech

Navdeep Jaitly, Yonghui Wu, Zhifeng Chen, 2017, INTERSPEECH.

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

Yuxuan Wang, Ron J. Weiss, Rif A. Saurous, 2018, ICML.

LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Heiga Zen, Yu Zhang, Yonghui Wu, 2019, INTERSPEECH.

Nonlinear latent factorization by embedding multiple user interests

Jason Weston, Ron J. Weiss, Hector Yee, 2013, RecSys.

Wave-Tacotron: Spectrogram-free end-to-end text-to-speech synthesis pdf

Soroosh Mariooryad, Ron J. Weiss, Eric Battenberg, 2020, ArXiv.

VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking

John R. Hershey, Ron J. Weiss, Kevin W. Wilson, 2018, INTERSPEECH.

CNN architectures for large-scale audio classification

Aren Jansen, Daniel P. W. Ellis, Ron J. Weiss, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Sound Separation Using Mixture Invariant Training

Efthymios Tzinis, Scott Wisdom, John R. Hershey, 2020, NeurIPS.

Exploring common variations in state of the art chord recognition systems

Ron J. Weiss, Juan Pablo Bello, Taemin Cho, 2010 .

WaveGrad: Estimating Gradients for Waveform Generation pdf

Heiga Zen, Mohammad Norouzi, Ron J. Weiss, 2020, ICLR.

Factored spatial and spectral multichannel raw waveform CLDNNs

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learning to rank recommendations with the k-order statistic loss

Jason Weston, Ron J. Weiss, Hector Yee, 2013, RecSys.

Unsupervised Speech Representation Learning Using WaveNet Autoencoders

Ron J. Weiss, Jan Chorowski, Samy Bengio, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

VQ Source Models: Perceptual and Phase Issues

Daniel P. W. Ellis, Ron J. Weiss, D. Ellis, 2006 .

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Clustering Beat-Chroma Patterns in a Large Music Database

Thierry Bertin-Mahieux, Daniel P. W. Ellis, Ron J. Weiss, 2010, ISMIR.

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

Heiga Zen, Yu Zhang, Ron J. Weiss, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Ron J. Weiss, Juan Pablo Bello, 2010, ISMIR.

Speech separation using speaker-adapted eigenvoice speech models

Daniel P. W. Ellis, Ron J. Weiss, D. Ellis, 2010, Comput. Speech Lang..

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

Patrick Nguyen, Yonghui Wu, Zhifeng Chen, 2018, NeurIPS.

Hierarchical Generative Modeling for Controllable Speech Synthesis pdf

Heiga Zen, Yu Zhang, Yuan Cao, 2018, ICLR.

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

Samy Bengio, Quoc V. Le, Navdeep Jaitly, 2017, ArXiv.

Latent Collaborative Retrieval pdf

Chong Wang, Jason Weston, Ron J. Weiss, 2012, ICML.

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

Scott Wisdom, Aren Jansen, John R. Hershey, 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

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

Tara N. Sainath, Ron J. Weiss, Peidong Wang, 2020, Interspeech.

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

Heiga Zen, Mohammad Norouzi, Ron J. Weiss, 2021, Interspeech.

WaveGrad: Estimating Gradients for Waveform Generation pdf

Heiga Zen, Mohammad Norouzi, Ron J. Weiss, 2021, ICLR.

Scikit-learn: Machine Learning in Python

Gaël Varoquaux, Bertrand Thirion, Ron Weiss, 2011, J. Mach. Learn. Res..

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

Quoc V. Le, Ron J. Weiss, B. Ramabhadran, 2022, ArXiv.

Unsupervised Speech Separation Using Mixtures of Mixtures

Ron J. Weiss, J. Hershey, Scott Wisdom, 2020 .

Unsupervised Sound Separation Using Mixture Invariant Training

Ron J. Weiss, J. Hershey, Scott Wisdom, 2020, NeurIPS.

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

Ron J. Weiss, Diederik P. Kingma, Eric Battenberg, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Ron J. Weiss, Z. Chen, Yonghui Wu, 2018, NeurIPS.

Hierarchical Generative Modeling for Controllable Speech Synthesis

Ron J. Weiss, P. Nguyen, Z. Chen, 2018, ICLR.

Affinity Weighted Embedding

Ron J. Weiss, J. Weston, H. Yee, 2013, ICML.