PreferenceASR is a preference-aware ASR test set built from seven corpora that shows model rankings change when user output-style instructions are considered.
Speech-ifeval: Evaluating instruction-following and quantifying catastrophic forgetting in speech- aware language models
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A survey that provides a unified formulation of audio reasoning and reviews advances across Audio-to-Text, Audio-to-Speech, Audio-Visual, and Agentic paradigms while discussing challenges and future directions.
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A Survey of Audio Reasoning in Multimodal Foundation Models
A survey that provides a unified formulation of audio reasoning and reviews advances across Audio-to-Text, Audio-to-Speech, Audio-Visual, and Agentic paradigms while discussing challenges and future directions.