#Audio Processing
Latest news articles tagged with "Audio Processing". Follow the timeline of events, related topics, and entities.
Articles (2)
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🇺🇸 Training-Free Intelligibility-Guided Observation Addition for Noisy ASR
[USA]
arXiv:2602.20967v1 Announce Type: cross Abstract: Automatic speech recognition (ASR) degrades severely in noisy environments. Although speech enhancement (SE) front-ends effectively suppress backgrou...
Related: #Speech Recognition, #Machine Learning, #Noise Reduction -
🇺🇸 The Cascade Equivalence Hypothesis: When Do Speech LLMs Behave Like ASR$\rightarrow$LLM Pipelines?
[USA]
arXiv:2602.17598v1 Announce Type: cross Abstract: Current speech LLMs largely perform implicit ASR: on tasks solvable from a transcript, they are behaviorally and mechanistically equivalent to simple...
Related: #Speech Recognition, #Large Language Models, #Model Architecture Comparison, #Efficiency and Cost Analysis