67 citations · 380 across the 51 of their papers we have counts for
5 papers · 1 filter
The Conversational Short-phrase Speaker Diarization (CSSD) Task: Dataset, Evaluation Metric and Baselines
Gaofeng Cheng, Yifan Chen, Runyan Yang +9
The conversation scenario is one of the most important and most challenging scenarios for speech processing technologies because people in conversation respond to each other in a c…
Data Augmentation for End-to-end Code-switching Speech Recognition
Chenpeng Du, Hao Li, Yizhou Lu +2
Training a code-switching end-to-end automatic speech recognition (ASR) model normally requires a large amount of data, while code-switching data is often limited. In this paper, t…
End-to-End Monaural Multi-speaker ASR System without Pretraining
Xuankai Chang, Yanmin Qian, Kai Yu +1
Recently, end-to-end models have become a popular approach as an alternative to traditional hybrid models in automatic speech recognition (ASR). The multi-speaker speech separation…
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting
Zhehuai Chen, Yanmin Qian, Kai Yu
Speech recognition is a sequence prediction problem. Besides employing various deep learning approaches for framelevel classification, sequence-level discriminative training has be…
Very Deep Convolutional Neural Networks for Robust Speech Recognition
Yanmin Qian, Philip C Woodland
This paper describes the extension and optimization of our previous work on very deep convolutional neural networks (CNNs) for effective recognition of noisy speech in the Aurora 4…