Search Results for author: Ruben Bousbib

Found 3 papers, 2 papers with code

Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping

no code implementations • 10 Apr 2024 • Kevin Zhang, Luka Chkhetiani, Francis McCann Ramirez, Yash Khare, Andrea Vanzo, Michael Liang, Sergio Ramirez Martin, Gabriel Oexle, Ruben Bousbib, Taufiquzzaman Peyash, Michael Nguyen, Dillon Pulliam, Domenic Donato

This paper presents Conformer-1, an end-to-end Automatic Speech Recognition (ASR) model trained on an extensive dataset of 570k hours of speech audio data, 91% of which was acquired from publicly available sources.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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An open-source voice type classifier for child-centered daylong recordings

1 code implementation • 26 May 2020 • Marvin Lavechin, Ruben Bousbib, Hervé Bredin, Emmanuel Dupoux, Alejandrina Cristia

Spontaneous conversations in real-world settings such as those found in child-centered recordings have been shown to be amongst the most challenging audio files to process.

Language Acquisition Vocal Bursts Type Prediction

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End-to-end Domain-Adversarial Voice Activity Detection

1 code implementation • 23 Oct 2019 • Marvin Lavechin, Marie-Philippe Gill, Ruben Bousbib, Hervé Bredin, Leibny Paola Garcia-Perera

In the in-domain scenario where the training and test sets cover the exact same domains, we show that the domain-adversarial approach does not degrade performance of the proposed end-to-end model.

Audio and Speech Processing I.2.7

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