1 code implementation • 13 Mar 2024 • Jiayu Du, Jinpeng Li, Guoguo Chen, Wei-Qiang Zhang
In this paper we introduce the SpeechColab Leaderboard, a general-purpose, open-source platform designed for ASR evaluation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 29 Jun 2022 • Jing Zhao, Haoyu Wang, Jinpeng Li, Shuzhou Chai, Guan-Bo Wang, Guoguo Chen, Wei-Qiang Zhang
For the Constrained training condition, we construct our basic ASR system based on the standard hybrid architecture.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
2 code implementations • 13 Jun 2021 • Guoguo Chen, Shuzhou Chai, Guanbo Wang, Jiayu Du, Wei-Qiang Zhang, Chao Weng, Dan Su, Daniel Povey, Jan Trmal, Junbo Zhang, Mingjie Jin, Sanjeev Khudanpur, Shinji Watanabe, Shuaijiang Zhao, Wei Zou, Xiangang Li, Xuchen Yao, Yongqing Wang, Yujun Wang, Zhao You, Zhiyong Yan
This paper introduces GigaSpeech, an evolving, multi-domain English speech recognition corpus with 10, 000 hours of high quality labeled audio suitable for supervised training, and 40, 000 hours of total audio suitable for semi-supervised and unsupervised training.
Ranked #1 on Speech Recognition on GigaSpeech
no code implementations • 30 Oct 2015 • Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James Glass
In this paper, we extend the deep long short-term memory (DLSTM) recurrent neural networks by introducing gated direct connections between memory cells in adjacent layers.
2 code implementations • 28 Oct 2015 • David Snyder, Guoguo Chen, Daniel Povey
This report introduces a new corpus of music, speech, and noise.
Sound