On-device research index

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.

169,051 papers · 148 categories

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2 results for “CNN-DTW”

ASR-free CNN-DTW keyword spotting using multilingual bottleneck features for almost zero-resource languagescs.CL

CNN-DTW system improves keyword spotting in under-resourced languages.

problem Keyword spotting in nearly zero-resource languages.

method Multilingual bottleneck features, CNN-DTW, DTW template matching, convolutional neural network.

result Multilingual BNFs improve CNN-DTW by 10.9%.

keyword spotting under-resourced languages CNN-DTW multilingual bottleneck features DTW template matching

2018-07-23abs ↗pdf ↗

Neural Network based End-to-End Query by Example Spoken Term Detectioneess.AS

End-to-end neural network improves QbE-STD in multilingual speech search.

problem Query by example spoken term detection in zero-resource scenarios.

method Use of multilingual bottleneck features and CNN for pattern matching, integrated into a fully neural network framework.

result CNN-based matching outperforms DTW-based matching using bottleneck features.

query by example spoken term detection end-to-end learning multilingual CNN

2019-11-19abs ↗pdf ↗