2 citations · 2 across the 4 of their papers we have counts for
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Exploiting Speech LLM Representations for Multilingual and Cross-Lingual Parkinson's Disease Detection
Sarthak Giri, Zi Haur Pang, Tatsuya Kawahara
Speech Large Language Models (Speech LLMs) have shown strong performance across diverse tasks, yet their utility for pathological speech analysis remains underexplored. In this wor…
Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features
Ryo Magoshi, Jaeyoung Lee, Shinsuke Sakai +1
Recent Phonetic Foundation Models (PFMs) for Speech-to-IPA transcription rely on Grapheme-to-Phoneme (G2P) labels, but the phoneme labels are not necessarily phonetically faithful.…
ERM-MinMaxGAP: Benchmarking and Mitigating Gender Bias in Multilingual Multimodal Speech-LLM Emotion Recognition
Zi Haur Pang, Xiaoxue Gao, Tatsuya Kawahara +1
Speech emotion recognition (SER) systems can exhibit gender-related performance disparities, but how such bias manifests in multilingual speech LLMs across languages and modalities…
Efficient and Robust Long-Form Speech Recognition with Hybrid H3-Conformer
Tomoki Honda, Shinsuke Sakai, Tatsuya Kawahara
Recently, Conformer has achieved state-of-the-art performance in many speech recognition tasks. However, the Transformer-based models show significant deterioration for long-form s…