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cs.CL2025
Where Do Backdoors Live? A Component-Level Analysis of Backdoor Propagation in Speech Language Models
Alexandrine Fortier, Thomas Thebaud, Jesús Villalba +3
Speech language models (SLMs) are systems of systems: independent components that unite to achieve a common goal. Despite their heterogeneous nature, SLMs are often studied end-to-…
cs.CL2025
Demographic Attributes Prediction from Speech Using WavLM Embeddings
Yuchen Yang, Thomas Thebaud, Najim Dehak
This paper introduces a general classifier based on WavLM features, to infer demographic characteristics, such as age, gender, native language, education, and country, from speech.…