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Loren Lugosch
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Deep learning methods for improved decoding of linear codes
E Nachmani, E Marciano, L Lugosch, WJ Gross, D Burshtein, Y Be’ery
IEEE Journal of Selected Topics in Signal Processing 12 (1), 119-131, 2018
5362018
SpeechBrain: A General-Purpose Speech Toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
4922021
Speech model pre-training for end-to-end spoken language understanding
L Lugosch, M Ravanelli, P Ignoto, VS Tomar, Y Bengio
Interspeech 2019, 2019
3062019
Neural offset min-sum decoding
L Lugosch, WJ Gross
International Symposium on Information Theory, 2017
1692017
Using speech synthesis to train end-to-end spoken language understanding models
L Lugosch, BH Meyer, D Nowrouzezahrai, M Ravanelli
ICASSP 2020, 2019
422019
Learning from the syndrome
L Lugosch, WJ Gross
Asilomar Conference on Signals, Systems, and Computers - special session on …, 2018
312018
DONUT: CTC-based query-by-example keyword spotting
L Lugosch, S Myer, VS Tomar
NeurIPS 2018 - Workshop on Interpretability and Robustness in Audio, Speech …, 2018
242018
Pseudo-Labeling for Massively Multilingual Speech Recognition
L Lugosch, T Likhomanenko, G Synnaeve, R Collobert
ICASSP 2022, 2021
202021
Learning algorithms for error correction
L Lugosch
McGill University, 2018
122018
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers
L Lugosch, P Papreja, M Ravanelli, A Heba, T Parcollet
NeurIPS 2021 - Datasets and Benchmarks Track, 2021
92021
Tone recognition using lifters and CTC
L Lugosch, VS Tomar
Interspeech 2018, 2018
82018
A data-driven framework for medium-term electric vehicle charging demand forecasting
A Orzechowski, L Lugosch, H Shu, R Yang, W Li, BH Meyer
Energy and AI 14, 100267, 2023
52023
Surprisal-Triggered Conditional Computation with Neural Networks
L Lugosch, D Nowrouzezahrai, BH Meyer
arXiv preprint arXiv:2006.01659, 2020
52020
DT-DS: CAN intrusion detection with decision tree ensembles
J Mehta, G Richard, L Lugosch, D Yu, BH Meyer
ACM Transactions on Cyber-Physical Systems 7 (1), 1-27, 2023
12023
Unsupervised ASR via Cross-Lingual Pseudo-Labeling
T Likhomanenko, L Lugosch, R Collobert
arXiv preprint arXiv:2305.13330, 2023
2023
Deep neural networks for voice control
L Lugosch
McGill University, 2023
2023
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Articles 1–16