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03/12/2023
Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study
Self-supervised learning (SSL) has allowed substantial progress in Autom...
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10/06/2022
Are word boundaries useful for unsupervised language learning?
Word or word-fragment based Language Models (LM) are typically preferred...
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06/22/2022
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon
Finding word boundaries in continuous speech is challenging as there is ...
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04/11/2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning
We introduce a simple neural encoder architecture that can be trained us...
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03/30/2022
Generative Spoken Dialogue Language Modeling
We introduce dGSLM, the first "textless" model able to generate audio sa...
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10/12/2020
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units
We present the Zero Resource Speech Challenge 2020, which aims at learni...
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07/27/2020
Evaluating the reliability of acoustic speech embeddings
Speech embeddings are fixed-size acoustic representations of variable-le...
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04/25/2019