2 papers
cs.CL2025
End-to-end Speech Recognition with similar length speech and text
Peng Fan, Wenping Wang, Fei Deng
The mismatch of speech length and text length poses a challenge in automatic speech recognition (ASR). In previous research, various approaches have been employed to align text wit…
cs.CL2024
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…