10 citations · 18 across the 11 of their papers we have counts for
4 papers · 1 filter
CoMFLP: Correlation Measure based Fast Search on ASR Layer Pruning
Wei Liu, Zhiyuan Peng, Tan Lee
Transformer-based speech recognition (ASR) model with deep layers exhibited significant performance improvement. However, the model is inefficient for deployment on resource-constr…
Sparsely Shared LoRA on Whisper for Child Speech Recognition
Wei Liu, Ying Qin, Zhiyuan Peng +1
Whisper is a powerful automatic speech recognition (ASR) model. Nevertheless, its zero-shot performance on low-resource speech requires further improvement. Child speech, as a repr…
Diffusion-Based Mel-Spectrogram Enhancement for Personalized Speech Synthesis with Found Data
Yusheng Tian, Wei Liu, Tan Lee
Creating synthetic voices with found data is challenging, as real-world recordings often contain various types of audio degradation. One way to address this problem is to pre-enhan…
An ASR-free Fluency Scoring Approach with Self-Supervised Learning
Wei Liu, Kaiqi Fu, Xiaohai Tian +4
A typical fluency scoring system generally relies on an automatic speech recognition (ASR) system to obtain time stamps in input speech for either the subsequent calculation of flu…