3 papers
eess.AS2026
A Unified and Reproducible Experimentation Framework for Speech Understanding
Jing Peng, Junhao Du, Chenghao Wang +21
Speech foundation models and Speech LLMs have advanced speech understanding, yet deployment-oriented model selection is hindered by non-comparable evaluations caused by mismatched…
eess.AS2025
UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook
Yidi Jiang, Qian Chen, Shengpeng Ji +6
The emergence of audio language models is empowered by neural audio codecs, which establish critical mappings between continuous waveforms and discrete tokens compatible with langu…
cs.CL2024
Romanization Encoding For Multilingual ASR
Wen Ding, Fei Jia, Hainan Xu +3
We introduce romanization encoding for script-heavy languages to optimize multilingual and code-switching Automatic Speech Recognition (ASR) systems. By adopting romanization encod…