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Titouan Parcollet — most-cited papers & profile · Speech Audio
← authors
·
overview
Titouan Parcollet
38
papers ·
645
citations ·
16
h-index
University of Cambridge
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SpeechBrain: A General-Purpose Speech Toolkit
2021 · 514 citations
Speech recognition with quaternion neural networks
2018 · 14 citations
End-to-end model for named entity recognition from speech without paired training data
2022 · 8 citations
Quaternion Recurrent Neural Networks
2018 · 6 citations
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning
2022 · 6 citations
Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition
2020 · 5 citations
Pretext Tasks selection for multitask self-supervised speech representation learning
2021 · 4 citations
End-to-End Speech Recognition from Federated Acoustic Models
2021 · 3 citations
Open-Source Conversational AI with SpeechBrain 1.0
2024 · 3 citations
Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study
2023 · 2 citations
Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition
2018 · 1 citations
M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding
2019 · 1 citations
Federated Self-supervised Speech Representations: Are We There Yet?
2022 · 1 citations
Match to Win: Analysing Sequences Lengths for Efficient Self-supervised Learning in Speech and Audio
2022 · 1 citations
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition
2023 · 1 citations
Top co-authors
Shucong Zhang
· 9
Salah Zaiem
· 8
Mirco Ravanelli
· 7
Renato De Mori
· 6
Slim Essid
· 6
Mohamed Morchid
· 5
Rogier Van Dalen
· 5
Sourav Bhattacharya
· 5
Marco Dinarelli
· 4
Yannick Est\`eve
· 4
Adel Moumen
· 3
Georges Linar\`es
· 3
Topics
Speech Recognition
Audio Understanding
Speech Translation
Text-to-Speech
Speech Enhancement
Speaker Analysis