LibriSpeech
PulseAugur coverage of LibriSpeech — every cluster mentioning LibriSpeech across labs, papers, and developer communities, ranked by signal.
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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…
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New framework uses calculus to optimize ASR vocabulary size
Researchers have developed a calculus-based framework to determine the optimal vocabulary size for end-to-end Automatic Speech Recognition (ASR) systems. Unlike traditional hybrid ASR, end-to-end systems derive their vo…
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New research explores text-only data for faster encoder-dominated speech recognition models
This paper introduces novel methods for enhancing speech recognition models by leveraging text-only data. The research focuses on encoder-dominated architectures, demonstrating that a larger encoder paired with a smalle…