Awni Hannun

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Speech Recognition

Noisy Environments

Partially Labeled Data

Speech Recognition Technology

Top Venues

Publications

David Grangier, Angelos Katharopoulos, Pierre Ablin, Awni Hannun
Specialized Language Models with Cheap Inference from Limited Domain Data. CoRR (2024)
David Grangier, Pierre Ablin, Awni Hannun
Adaptive Training Distributions with Scalable Online Bilevel Optimization. CoRR (2023)
Lucio M. Dery, David Grangier, Awni Hannun
Transfer Learning for Structured Pruning under Limited Task Data. CoRR (2023)
Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR (2022)
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Star Temporal Classification: Sequence Classification with Partially Labeled Data. CoRR (2022)
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Star Temporal Classification: Sequence Modeling with Partially Labeled Data. NeurIPS (2022)
Awni Hannun
The History of Speech Recognition to the Year 2030. CoRR (2021)
Shubho Sengupta, Vineel Pratap, Awni Hannun
Parallel Composition of Weighted Finite-State Transducers. CoRR (2021)
Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Hannun
Semi-Supervised end-to-end Speech Recognition via Local Prior Matching. SLT (2021)
Yuge Shi, Jeffrey Seely, Philip H. S. Torr, N. Siddharth, Awni Hannun, Nicolas Usunier, Gabriel Synnaeve
Gradient Matching for Domain Generalization. CoRR (2021)
Awni Hannun
The Role of Evolution in Machine Intelligence. CoRR (2021)
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. INTERSPEECH (2020)
Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Iterative Pseudo-Labeling for Speech Recognition. INTERSPEECH (2020)
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Scaling Up Online Speech Recognition Using ConvNets. INTERSPEECH (2020)
Awni Hannun, Vineel Pratap, Jacob Kahn, Wei-Ning Hsu
Differentiable Weighted Finite-State Transducers. CoRR (2020)
Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Iterative Pseudo-Labeling for Speech Recognition. CoRR (2020)
Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Hannun
Semi-Supervised Speech Recognition via Local Prior Matching. CoRR (2020)
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Scaling Up Online Speech Recognition Using ConvNets. CoRR (2020)
Jacob Kahn, Ann Lee, Awni Hannun
Self-Training for End-to-End Speech Recognition. ICASSP (2020)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
Word-Level Speech Recognition With a Letter to Word Encoder. ICML (2020)
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. CoRR (2020)
Awni Hannun, Ann Lee, Qiantong Xu, Ronan Collobert
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. CoRR (2019)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
A fully differentiable beam search decoder. ICML (2019)
Awni Hannun, Ann Lee, Qiantong Xu, Ronan Collobert
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. INTERSPEECH (2019)
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze
Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition. CoRR (2019)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
Word-level Speech Recognition with a Dynamic Lexicon. CoRR (2019)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
A Fully Differentiable Beam Search Decoder. CoRR (2019)
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
Wav2Letter++: A Fast Open-source Speech Recognition System. ICASSP (2019)
Jacob Kahn, Ann Lee, Awni Hannun
Self-Training for End-to-End Speech Recognition. CoRR (2019)
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze
Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. ASRU (2019)
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
wav2letter++: The Fastest Open-source Speech Recognition System. CoRR (2018)