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05/19/2023
Unsupervised ASR via Cross-Lingual Pseudo-Labeling
Recent work has shown that it is possible to train an unsupervised autom...
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10/30/2021
Pseudo-Labeling for Massively Multilingual Speech Recognition
Semi-supervised learning through pseudo-labeling has become a staple of ...
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06/08/2021
SpeechBrain: A General-Purpose Speech Toolkit
SpeechBrain is an open-source and all-in-one speech toolkit. It is desig...
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04/04/2021
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers
This paper introduces Timers and Such, a new open source dataset of spok...
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06/02/2020
Surprisal-Triggered Conditional Computation with Neural Networks
Autoregressive neural network models have been used successfully for seq...
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04/07/2019
Speech Model Pre-training for End-to-End Spoken Language Understanding
Whereas conventional spoken language understanding (SLU) systems map spe...
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11/26/2018
DONUT: CTC-based Query-by-Example Keyword Spotting
Keyword spotting--or wakeword detection--is an essential feature for han...
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10/23/2018
Learning from the Syndrome
In this paper, we introduce the syndrome loss, an alternative loss funct...
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07/06/2018
Tone Recognition Using Lifters and CTC
In this paper, we present a new method for recognizing tones in continuo...
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06/21/2017