Ron J. Weiss

Model-Based Expectation-Maximization Source Separation and Localization

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

This paper describes a system, referred to as model-based expectation-maximization source separation and localization (MESSL), for separating and localizing multiple sound sources from an… (More)

Tacotron: Towards End-to-End Speech Synthesis

Yuxuan Wang, R. J. Skerry-Ryan, +11 authors Rif A. Saurous
INTERSPEECH 2017
2017

A text-to-speech synthesis system typically consists of multiple stages, such as a text analysis frontend, an acoustic model and an audio synthesis module. Building these components often requires… (More)

A synthetic multicellular system for programmed pattern formation

Subhayu Basu, Yoram Gerchman, C. Holyfield Collins, Frances H. Arnold, Ron J. Weiss
Nature
2005

Pattern formation is a hallmark of coordinated cell behaviour in both single and multicellular organisms. It typically involves cell–cell communication and intracellular signal processing. Here we… (More)

CNN architectures for large-scale audio classification

Shawn Hershey, Sourish Chaudhuri, +10 authors Kevin W. Wilson
2017 IEEE International Conference on Acoustics…
2017

Convolutional Neural Networks (CNNs) have proven very effective in image classification and show promise for audio. We use various CNN architectures to classify the soundtracks of a dataset of 70M… (More)

Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions

Jonathan Shen, Ruoming Pang, +10 authors Yonghui Wu
2018 IEEE International Conference on Acoustics…
2018

This paper describes Tacotron 2, a neural network architecture for speech synthesis directly from text. The system is composed of a recurrent sequence-to-sequence feature prediction network that maps… (More)

Synthetic biology: new engineering rules for an emerging discipline

Ernesto Andrianantoandro, Subhayu Basu, David K. Karig, Ron J. Weiss
Molecular systems biology
2006

Synthetic biologists engineer complex artificial biological systems to investigate natural biological phenomena and for a variety of applications. We outline the basic features of synthetic biology… (More)

Learning the speech front-end with raw waveform CLDNNs

Tara N. Sainath, Ron J. Weiss, Andrew W. Senior, Kevin W. Wilson, Oriol Vinyals
INTERSPEECH
2015

Learning an acoustic model directly from the raw waveform has been an active area of research. However, waveformbased models have not yet matched the performance of logmel trained neural networks. We… (More)

Multi-input RNAi-based logic circuit for identification of specific cancer cells.

Zhen Xie, Liliana Wroblewska, Laura Prochazka, Ron J. Weiss, Yaakov Benenson
Science
2011

Engineered biological systems that integrate multi-input sensing, sophisticated information processing, and precisely regulated actuation in living cells could be useful in a variety of applications.… (More)

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

Yuxuan Wang, R. J. Skerry-Ryan, +11 authors Rif A. Saurous
ArXiv
2017

A text-to-speech synthesis system typically consists of multiple stages, such as a text analysis frontend, an acoustic model and an audio synthesis module. Building these components often requires… (More)

Programmed population control by cell–cell communication and regulated killing

Lingchong You, Robert Sidney Cox, Ron J. Weiss, Frances H. Arnold
Nature
2004

De novo engineering of gene circuits inside cells is extremely difficult, and efforts to realize predictable and robust performance must deal with noise in gene expression and variation in phenotypes… (More)

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