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Small-Footprint Keyword Spotting

2 papers with code · Speech
Subtask of Keyword Spotting

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Latest papers without code

Attention-based End-to-End Models for Small-Footprint Keyword Spotting

29 Mar 2018Changhao Shan et al

In this paper, we propose an attention-based end-to-end neural approach for small-footprint keyword spotting (KWS), which aims to simplify the pipelines of building a production-quality KWS system.

SMALL-FOOTPRINT KEYWORD SPOTTING

29 Mar 2018

Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models

26 Oct 2017Yanzhang He et al

We develop streaming keyword spotting systems using a recurrent neural network transducer (RNN-T) model: an all-neural, end-to-end trained, sequence-to-sequence model which jointly learns acoustic and language model components.

LANGUAGE MODELLING SMALL-FOOTPRINT KEYWORD SPOTTING

26 Oct 2017

Small-footprint Keyword Spotting Using Deep Neural Network and Connectionist Temporal Classifier

12 Sep 2017Zhiming Wang et al

Mainly for the sake of solving the lack of keyword-specific data, we propose one Keyword Spotting (KWS) system using Deep Neural Network (DNN) and Connectionist Temporal Classifier (CTC) on power-constrained small-footprint mobile devices, taking full advantage of general corpus from continuous speech recognition which is of great amount.

DECISION MAKING SMALL-FOOTPRINT KEYWORD SPOTTING SPEECH RECOGNITION

12 Sep 2017

Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting

5 May 2017Ming Sun et al

Finally, the max-pooling loss trained LSTM initialized with a cross-entropy pre-trained network shows the best performance, which yields $67. 6\%$ relative reduction compared to baseline feed-forward DNN in Area Under the Curve (AUC) measure.

SMALL-FOOTPRINT KEYWORD SPOTTING

05 May 2017

Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting

15 Mar 2017Sercan O. Arik et al

Keyword spotting (KWS) constitutes a major component of human-technology interfaces.

SMALL-FOOTPRINT KEYWORD SPOTTING SPEECH RECOGNITION

15 Mar 2017