☆ 4.6 Article

Discriminatory and Orthogonal Feature Learning for Noise Robust Keyword Spotting

IEEE SIGNAL PROCESSING LETTERS (2022)

Personalized Keyphrase Detection using Speaker and Environment Information

Rajeev Rikhye et al.

Summary: This paper introduces a streaming keyphrase detection system that uses a text-independent speaker verification model, speaker separation model, and adaptive noise cancellation algorithm to effectively detect keyphrases under noisy conditions. The experiments show significant reduction in false triggering rate and false rejection rate with the implementation of these models and algorithms.

INTERSPEECH 2021 (2021)

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Proceedings Paper Acoustics

AUTOKWS: KEYWORD SPOTTING WITH DIFFERENTIABLE ARCHITECTURE SEARCH

Bo Zhang et al.

Summary: This paper proposes a method using neural architecture search to discover more efficient networks, which can effectively reduce power consumption of smart audio devices.

2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021) (2021)

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Article Acoustics

Correlation distance skip connection denoising autoencoder (CDSK-DAE) for speech feature enhancement

Alzahra Badi et al.

APPLIED ACOUSTICS (2020)

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Proceedings Paper Acoustics

TOWARDS DATA-EFFICIENT MODELING FOR WAKE WORD SPOTTING

Yixin Gao et al.

2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (2020)

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Proceedings Paper Acoustics

SMALL-FOOTPRINT KEYWORD SPOTTING ON RAW AUDIO DATA WITH SINC-CONVOLUTIONS

Simon Mittermaier et al.

2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (2020)

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Article Acoustics

End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks

Szu-Wei Fu et al.

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2018)

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Article Acoustics

Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement

Meng Sun et al.

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2016)

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Discriminatory and Orthogonal Feature Learning for Noise Robust Keyword Spotting

相关参考文献

Personalized Keyphrase Detection using Speaker and Environment Information

AUTOKWS: KEYWORD SPOTTING WITH DIFFERENTIABLE ARCHITECTURE SEARCH

Correlation distance skip connection denoising autoencoder (CDSK-DAE) for speech feature enhancement

TOWARDS DATA-EFFICIENT MODELING FOR WAKE WORD SPOTTING

SMALL-FOOTPRINT KEYWORD SPOTTING ON RAW AUDIO DATA WITH SINC-CONVOLUTIONS

End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks

Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement

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