Whisper-small
PulseAugur coverage of Whisper-small — every cluster mentioning Whisper-small across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Whisper ASR Models Adapted for Multilingual Medical Use
Researchers have analyzed how multilingual medical adaptation affects the internal representations of Whisper models. The study compared various fine-tuning strategies across different Whisper model sizes, finding that …
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Apple's SpeechAnalyzer API enhances on-device transcription speed
Apple has introduced its SpeechAnalyzer API, designed for on-device English speech transcription. This new API utilizes the Apple Neural Engine to achieve significant improvements in speed and accuracy, reportedly being…
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ASR systems evaluated for low-resource African language text corpora
Researchers have evaluated the effectiveness of Automatic Speech Recognition (ASR) systems for creating text corpora for low-resource African languages, specifically Fongbe and Hausa. By fine-tuning the MMS-300M model o…
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New attack targets ASR by manipulating speech features, not waveforms
Researchers have developed a new adversarial attack method for automatic speech recognition (ASR) systems that operates in the feature space rather than directly on audio waveforms. This approach, termed the Clean-Refer…
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New method boosts speech recognition for code-switching
Researchers have developed a new contrastive training method to improve automatic speech recognition for code-switching, which involves alternating between languages within a single utterance. This approach identifies c…
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Quantization study enables smaller, more accurate Whisper-small ASR
A new study published on arXiv evaluates various post-training quantization (PTQ) techniques for the Whisper-small automatic speech recognition model. The research, which tested libraries like PyTorch, Optimum-Quanto, H…