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04/05/2022
Improving Voice Trigger Detection with Metric Learning
Voice trigger detection is an important task, which enables activating a...
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05/14/2021
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation
We present a unified and hardware efficient architecture for two stage v...
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10/29/2020
Progressive Voice Trigger Detection: Accuracy vs Latency
We present an architecture for voice trigger detection for virtual assis...
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08/05/2020
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
We consider the design of two-pass voice trigger detection systems. We f...
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01/26/2020
Multi-task Learning for Speaker Verification and Voice Trigger Detection
Automatic speech transcription and speaker recognition are usually treat...
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01/26/2020
Multi-task Learning for Voice Trigger Detection
We describe the design of a voice trigger detection system for smart spe...
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07/15/2016
Automatic Environmental Sound Recognition: Performance versus Computational Cost
In the context of the Internet of Things (IoT), sound sensing applicatio...
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07/13/2016
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging
Environmental audio tagging aims to predict only the presence or absence...
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04/14/2016
Learning to Generate Genotypes with Neural Networks
Neural networks and evolutionary computation have a rich intertwined his...
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08/07/2015
An End-to-End Neural Network for Polyphonic Piano Music Transcription
We present a supervised neural network model for polyphonic piano music ...
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04/06/2014