9 citations · 14 across the 6 of their papers we have counts for
6 papers
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
Peikun Chen, Sining Sun, Changhao Shan +2
Unified speech-text models like SpeechGPT, VioLA, and AudioPaLM have shown impressive performance across various speech-related tasks, especially in Automatic Speech Recognition (A…
Skipformer: A Skip-and-Recover Strategy for Efficient Speech Recognition
Wenjing Zhu, Sining Sun, Changhao Shan +2
Conformer-based attention models have become the de facto backbone model for Automatic Speech Recognition tasks. A blank symbol is usually introduced to align the input and output…
Key Frame Mechanism For Efficient Conformer Based End-to-end Speech Recognition
Peng Fan, Changhao Shan, Sining Sun +2
Recently, Conformer as a backbone network for end-to-end automatic speech recognition achieved state-of-the-art performance. The Conformer block leverages a self-attention mechanis…
A meta learning scheme for fast accent domain expansion in Mandarin speech recognition
Ziwei Zhu, Changhao Shan, Bihong Zhang +1
Spoken languages show significant variation across mandarin and accent. Despite the high performance of mandarin automatic speech recognition (ASR), accent ASR is still a challenge…
Attention-based End-to-End Models for Small-Footprint Keyword Spotting
Changhao Shan, Junbo Zhang, Yujun Wang +1
In this paper, we propose an attention-based end-to-end neural approach for small-footprint keyword spotting (KWS), which aims to simplify the pipelines of building a production-qu…
Attention-Based End-to-End Speech Recognition on Voice Search
Changhao Shan, Junbo Zhang, Yujun Wang +1
Recently, there has been a growing interest in end-to-end speech recognition that directly transcribes speech to text without any predefined alignments. In this paper, we explore t…