Titouan Parcollet
27 papers · 2017–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏠
Conference Loyalist
(23)
👥
Mega-Team · Squad
🏆
Keyword Champion
(3)
🧬
Topic Evolution
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🗃️
Keyword Collector
(96)
Venues
Top co-authors
Research topics
Speech & Audio
(19)
Machine Learning
(18)
Deep Learning
(17)
Recognition
(14)
Architectures
(11)
Application Areas
(10)
Learning Types · Machine Learning
(10)
Learning Types · Deep Learning
(5)
Artificial Intelligence
(4)
Analysis
(4)
Core Methods
(4)
Natural Language Processing
(3)
Optimization & Theory
(3)
Core AI
(2)
Learning Paradigms
(2)
Keywords
self-supervised learning
(9)
automatic speech recognition
(7)
speech recognition
(5)
quaternion neural network
(4)
representation learning
(4)
speech processing
(3)
federated learning
(3)
word error rate
(3)
recurrent neural network
(3)
linear complexity
(3)
speech enhancement
(3)
speech representation
(2)
data augmentation
(2)
end-to-end speech recognition
(2)
downstream task
(2)
inference speed
(2)
spoken language understanding
(2)
speaker recognition
(2)
long short-term memory
(2)
energy consumption
(2)
Papers
Loquacious Set: 25,000 Hours of Transcribed and Diverse English Speech Recognition Data for Research and Commercial Use
Interspeech 2025
Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes
Interspeech 2025
Towards Early Prediction of Self-Supervised Speech Model Performance
Interspeech 2025
Linear-Complexity Self-Supervised Learning for Speech Processing
Interspeech 2024
Open-Source Conversational AI with SpeechBrain 1.0
JMLR 2024
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding
Interspeech 2024
A First Look into the Carbon Footprint of Federated Learning
JMLR 2023
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations
Interspeech 2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition
Interspeech 2023
On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning
Interspeech 2023
Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations
Interspeech 2023
Speech Self-Supervised Representation Benchmarking: Are We Doing it Right?
Interspeech 2023
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning
Interspeech 2022
End-to-end model for named entity recognition from speech without paired training data
Interspeech 2022
Federated Self-supervised Speech Representations: Are We There Yet?
Interspeech 2022
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
ICLR 2022
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation
Interspeech 2021
Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning
Interspeech 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech
Interspeech 2021
The Energy and Carbon Footprint of Training End-to-End Speech Recognizers
Interspeech 2021
FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition
Interspeech 2020
Quaternion Neural Networks for Multi-Channel Distant Speech Recognition
Interspeech 2020
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding
Interspeech 2019
Quaternion Recurrent Neural Networks
ICLR 2019
Real to H-Space Encoder for Speech Recognition
Interspeech 2019
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition
Interspeech 2018
Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations
Interspeech 2017