SWIM scales Whisper ASR to 20 concurrent multilingual clients via buffer merging, achieving ~2.4s delay at 5 clients versus 3.4s for single-client baselines while preserving accuracy.
Challenges and Limitations in Speech Recognition Technology: A Critical Review of Speech Signal Processing Algorithms, Tools and Sys- tems,
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Sink or SWIM: Tackling Real-Time ASR at Scale
SWIM scales Whisper ASR to 20 concurrent multilingual clients via buffer merging, achieving ~2.4s delay at 5 clients versus 3.4s for single-client baselines while preserving accuracy.