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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.

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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 recognition CTC-CRF data efficiency streaming ASR soft forgetting

2020-05-27abs ↗pdf ↗

CAT: CRF-based ASR Toolkitcs.LG

CAT is a new ASR toolkit using CRF and CTC for state-of-the-art speech recognition.

problem Improving automatic speech recognition systems.

method CRF-based discriminative training with CTC-inspired state topology.

result CAT achieves state-of-the-art results with fewer parameters and is competitive with hybrid models.

speech recognition CRF CTC end-to-end speaker adaptation

2019-11-20abs ↗pdf ↗