Papers
Towards Temporally Explainable Dysarthric Speech Clarity Assessment
Seohyun Park, Chitralekha Gupta, Michelle Kah Yian Kwan et al.
Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection
Yan Xiong, Visar Berisha, Julie Liss et al.
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
Chin-Jou Li, Eunjung Yeo, Kwanghee Choi et al.
Bridging ASR and LLMs for Dysarthric Speech Recognition: Benchmarking Self-Supervised and Generative Approaches
Ahmed Aboeitta, Ahmed Sharshar, Youssef Nafea et al.
Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching
Shoutrik Das, Nishant Singh, Arjun Gangwar et al.
DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model
Xueyuan Chen, Dongchao Yang, Wenxuan Wu et al.
Facilitating Personalized TTS for Dysarthric Speakers Using Knowledge Anchoring and Curriculum Learning
Yejin Jeon, Solee Im, Youngjae Kim et al.
Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition
Tao Zhong, Mengzhe Geng, Shujie Hu et al.
TalTech Systems for the Interspeech 2025 ML-SUPERB 2.0 Challenge
Tanel Alumäe, Artem Fedorchenko
The ML-SUPERB 2.0 Challenge: Towards Inclusive ASR Benchmarking for All Language Varieties
William Chen, Chutong Meng, Jiatong Shi et al.
Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC
Qingzheng Wang, Jiancheng Sun, Yifan Peng et al.
Enhancing Low-Resource Language and Instruction Following Capabilities of Audio Language Models
Potsawee Manakul, Guangzhi Sun, Warit Sirichotedumrong et al.
Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models
Ke-Han Lu, Chun-Yi Kuan, Hung-yi Lee
Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning
Debarpan Bhattacharya, Apoorva Kulkarni, Sriram Ganapathy
Evaluating Speech Foundation Models for Automatic Speech Recognition in the Low-Resource Kanyen’kéha Language
Mengzhe Geng, Patrick Littell, Aidan Pine et al.
Who Gets the Mic? Investigating Gender Bias in the Speaker Assignment of a Speech-LLM
Dariia Puhach, Amir H. Payberah, Éva Székely
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach
Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
Defending Speech-enabled LLMs Against Adversarial Jailbreak Threats
Antonios Alexos, Raghuveer Peri, Sai Muralidhar Jayanthi et al.
Decoding Alzheimer’s: Interpretable Visual and Logical Attention in Picture Description Tasks
Ning Wang, Bingyang Wen, Minghui Wu et al.
Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models
Roseline Polle, Agnes Norbury, Alexandra Livia Georgescu et al.
Visual features of the oral region in Polish sibilants produced by children with various sibilance patterns
Agata Sage, Zuzanna Miodońska, Michał Kręcichwost et al.
Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism
Orchid Chetia Phukan, Girish, Mohd Mujtaba Akhtar et al.
Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation
Jingping Nie, Tien Dung Tran, Karan Thakkar et al.