3 papers
eess.AS2026
SE-AGCNet: An End-to-End Framework for Joint Speech Enhancement and Loudness Control in Meeting Scenarios
Jinming Zhang, Wei Rao, Xionghu Zhong +1
Conventional audio pipelines typically treat speech enhancement (SE) and automatic gain control (AGC) as discrete modules, which often limits overall performance. For instance, app…
cs.CL2024
Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs
Yang Yuhang, Peng Yizhou, Eng Siong Chng +1
The integration of large language models (LLMs) with pre-trained speech models has opened up new avenues in automatic speech recognition (ASR). While LLMs excel in multimodal under…
eess.AS2023
Adapting OpenAI's Whisper for Speech Recognition on Code-Switch Mandarin-English SEAME and ASRU2019 Datasets
Yuhang Yang, Yizhou Peng, Xionghu Zhong +2
This paper details the experimental results of adapting the OpenAI's Whisper model for Code-Switch Mandarin-English Speech Recognition (ASR) on the SEAME and ASRU2019 corpora. We c…