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08/31/2023
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer
Streaming automatic speech recognition (ASR) models are restricted from ...
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03/25/2021
SubSpectral Normalization for Neural Audio Data Processing
Convolutional Neural Networks are widely used in various machine learnin...
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10/14/2019
Weakly Labeled Sound Event Detection Using Tri-training and Adversarial Learning
This paper considers a semi-supervised learning framework for weakly lab...
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10/14/2019
Acoustic Scene Classification Based on a Large-margin Factorized CNN
In this paper, we present an acoustic scene classification framework bas...
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10/11/2019
Query-by-example on-device keyword spotting
A keyword spotting (KWS) system determines the existence of, usually pre...
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10/10/2019
Orthogonality Constrained Multi-Head Attention For Keyword Spotting
Multi-head attention mechanism is capable of learning various representa...
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08/06/2019