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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Nov 201919922001200920172026
2 results for “CTC-CRF”
CAT: A CTC-CRF based ASR Toolkit Bridging the Hybrid and the End-to-end Approaches towards Data Efficiency and Low Latencyeess.AS

CAT toolkit combines hybrid and E2E approaches for efficient speech recognition.

problem Improving speech recognition efficiency and latency.
method CTC-CRF based framework with contextualized soft forgetting.
result CAT achieves state-of-the-art results with simpler training and streaming ASR.
speech recognitionCTC-CRFdata efficiencystreaming ASRsoft forgetting
2020-05-27abs ↗pdf ↗
CAT: CRF-based ASR Toolkitcs.LG

In this paper, we present a new open source toolkit for automatic speech recognition (ASR), named CAT (CRF-based ASR Toolkit). A key feature of CAT is discriminative training in the framework of conditional random field (CRF), particularly with connectionist temporal classification (CTC) inspired state topology. CAT co…

2019-11-20abs ↗pdf ↗