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03/02/2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
We introduce the Universal Speech Model (USM), a single large model that...
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10/18/2022
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR
Training state-of-the-art Automated Speech Recognition (ASR) models typi...
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04/07/2022
MAESTRO: Matched Speech Text Representations through Modality Matching
We present Maestro, a self-supervised training method to unify represent...
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02/24/2022
Ask2Mask: Guided Data Selection for Masked Speech Modeling
Masked speech modeling (MSM) methods such as wav2vec2 or w2v-BERT learn ...
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08/27/2021
Injecting Text in Self-Supervised Speech Pretraining
Self-supervised pretraining for Automated Speech Recognition (ASR) has s...
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09/25/2019
Speech Recognition with Augmented Synthesized Speech
Recent success of the Tacotron speech synthesis architecture and its var...
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09/24/2018
From Audio to Semantics: Approaches to end-to-end spoken language understanding
Conventional spoken language understanding systems consist of two main c...
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11/06/2017