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08/10/2023
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis
Recent work has shown that it is possible to resynthesize high-quality s...
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05/22/2023
Textually Pretrained Speech Language Models
Speech language models (SpeechLMs) process and generate acoustic data on...
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11/27/2022
Neural Network Verification as Piecewise Linear Optimization: Formulations for the Composition of Staircase Functions
We present a technique for neural network verification using mixed-integ...
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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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04/01/2022
On Distributed Exact Sparse Linear Regression over Networks
In this work, we propose an algorithm for solving exact sparse linear re...
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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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03/11/2022
Are discrete units necessary for Spoken Language Modeling?
Recent work in spoken language modeling shows the possibility of learnin...
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02/15/2022
textless-lib: a Library for Textless Spoken Language Processing
Textless spoken language processing research aims to extend the applicab...
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11/14/2021
Textless Speech Emotion Conversion using Decomposed and Discrete Representations
Speech emotion conversion is the task of modifying the perceived emotion...
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09/07/2021
Text-Free Prosody-Aware Generative Spoken Language Modeling
Speech pre-training has primarily demonstrated efficacy on classificatio...
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04/29/2021
The Interspeech Zero Resource Speech Challenge 2021: Spoken language modelling
We present the Zero Resource Speech Challenge 2021, which asks participa...
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02/01/2021
Generative Spoken Language Modeling from Raw Audio
Generative spoken language modeling involves learning jointly the acoust...
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11/23/2020