Loren Lugosch

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 20

Top Topics

Decision Tree Ensembles

Speech Recognition

Keyword Spotting

Language Understanding

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Jarul Mehta, Guillaume Richard, Loren Lugosch, Derek Yu, Brett H. Meyer
DT-DS: CAN Intrusion Detection with Decision Tree Ensembles. ACM Trans. Cyber Phys. Syst. 7 (1) (2023)
Tatiana Likhomanenko, Loren Lugosch, Ronan Collobert
Unsupervised ASR via Cross-Lingual Pseudo-Labeling. CoRR (2023)
Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Pseudo-Labeling for Massively Multilingual Speech Recognition. ICASSP (2022)
Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio
SpeechBrain: A General-Purpose Speech Toolkit. CoRR (2021)
Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers. CoRR (2021)
Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers. NeurIPS Datasets and Benchmarks (2021)
Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Pseudo-Labeling for Massively Multilingual Speech Recognition. CoRR (2021)
Loren Lugosch, Brett H. Meyer, Derek Nowrouzezahrai, Mirco Ravanelli
Using Speech Synthesis to Train End-To-End Spoken Language Understanding Models. ICASSP (2020)
Loren Lugosch, Derek Nowrouzezahrai, Brett H. Meyer
Surprisal-Triggered Conditional Computation with Neural Networks. CoRR (2020)
Loren Lugosch, Mirco Ravanelli, Patrick Ignoto, Vikrant Singh Tomar, Yoshua Bengio
Speech Model Pre-training for End-to-End Spoken Language Understanding. CoRR (2019)
Loren Lugosch, Mirco Ravanelli, Patrick Ignoto, Vikrant Singh Tomar, Yoshua Bengio
Speech Model Pre-Training for End-to-End Spoken Language Understanding. INTERSPEECH (2019)
Eliya Nachmani, Elad Marciano, Loren Lugosch, Warren J. Gross, David Burshtein, Yair Be'ery
Deep Learning Methods for Improved Decoding of Linear Codes. IEEE J. Sel. Top. Signal Process. 12 (1) (2018)
Loren Lugosch, Warren J. Gross
Learning from the Syndrome. ACSSC (2018)
Loren Lugosch, Vikrant Singh Tomar
Tone Recognition Using Lifters and CTC. CoRR (2018)
Loren Lugosch, Vikrant Singh Tomar
Tone Recognition Using Lifters and CTC. INTERSPEECH (2018)
Loren Lugosch, Samuel Myer, Vikrant Singh Tomar
DONUT: CTC-based Query-by-Example Keyword Spotting. CoRR (2018)
Loren Lugosch, Warren J. Gross
Learning from the Syndrome. CoRR (2018)
Eliya Nachmani, Elad Marciano, Loren Lugosch, Warren J. Gross, David Burshtein, Yair Be'ery
Deep Learning Methods for Improved Decoding of Linear Codes. CoRR (2017)
Loren Lugosch, Warren J. Gross
Neural offset min-sum decoding. ISIT (2017)
Loren Lugosch, Warren J. Gross
Neural Offset Min-Sum Decoding. CoRR (2017)