Search Results for author: Ruizhe Huang

Found 2 papers, 1 papers with code

TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch

1 code implementation • 27 Oct 2023 • Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis

TorchAudio is an open-source audio and speech processing library built for PyTorch.

Self-Supervised Learning Speech Enhancement +2

2,379

Paper
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Efficient MDI Adaptation for n-gram Language Models

no code implementations • 5 Aug 2020 • Ruizhe Huang, Ke Li, Ashish Arora, Dan Povey, Sanjeev Khudanpur

This paper presents an efficient algorithm for n-gram language model adaptation under the minimum discrimination information (MDI) principle, where an out-of-domain language model is adapted to satisfy the constraints of marginal probabilities of the in-domain data.

Language Modelling

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