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eess.AS2025
ReFESS-QI: Reference-Free Evaluation For Speech Separation With Joint Quality And Intelligibility Scoring
Ari Frummer, Helin Wang, Tianyu Cao +6
Source separation is a crucial pre-processing step for various speech processing tasks, such as automatic speech recognition (ASR). Traditionally, the evaluation metrics for speech…
cs.LG2025
QKV Projections Require a Fraction of Their Memory
Malik Khalaf, Yara Shamshoum, Nitzan Hodos +2
The Multi-Head Attention mechanism is central to LLM operation, and multiple works target its compute and memory efficiency during training. While most works focus on approximating…