3 citations · 4 across the 5 of their papers we have counts for
3 papers · 1 filter
CIF-T: A Novel CIF-based Transducer Architecture for Automatic Speech Recognition
Tian-Hao Zhang, Dinghao Zhou, Guiping Zhong +2
RNN-T models are widely used in ASR, which rely on the RNN-T loss to achieve length alignment between input audio and target sequence. However, the implementation complexity and th…
Dynamic Latency for CTC-Based Streaming Automatic Speech Recognition With Emformer
Jingyu Sun, Guiping Zhong, Dinghao Zhou +1
An inferior performance of the streaming automatic speech recognition models versus non-streaming model is frequently seen due to the absence of future context. In order to improve…
Locality Matters: A Locality-Biased Linear Attention for Automatic Speech Recognition
Jingyu Sun, Guiping Zhong, Dinghao Zhou +2
Conformer has shown a great success in automatic speech recognition (ASR) on many public benchmarks. One of its crucial drawbacks is the quadratic time-space complexity with respec…