Current singing voice synthesis models fail to differentiate musical genres, defaulting to pop-like output regardless of input genre, unless given genre-specific fine-tuning data.
V oice evaluation of reason- ing ability: Diagnosing the modality-induced performance gap,
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Speech LLMs fail logical entity-tracking tasks due to binding failures in continuous speech features; Entity-Aware Chain-of-Thought prompting recovers most of the gap even under misrecognition.
citing papers explorer
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MMGenre: Benchmarking Singing Voice Synthesis across Multiple Musical Genres
Current singing voice synthesis models fail to differentiate musical genres, defaulting to pop-like output regardless of input genre, unless given genre-specific fine-tuning data.
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Entity Binding Failures in Speech LLM Reasoning: Diagnosis and Chain-of-Thought Intervention
Speech LLMs fail logical entity-tracking tasks due to binding failures in continuous speech features; Entity-Aware Chain-of-Thought prompting recovers most of the gap even under misrecognition.