PreferenceASR is a preference-aware ASR test set built from seven corpora that shows model rankings change when user output-style instructions are considered.
Instruction-following speech recognition
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A literature survey that organizes spoken language models by architecture, training, and evaluation choices and identifies key challenges and future directions.
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Preference-ASR: A Preference-Aware Test Set for Benchmarking ASR in the Era of Speech LLMs
PreferenceASR is a preference-aware ASR test set built from seven corpora that shows model rankings change when user output-style instructions are considered.
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On The Landscape of Spoken Language Models: A Comprehensive Survey
A literature survey that organizes spoken language models by architecture, training, and evaluation choices and identifies key challenges and future directions.