Duc Le

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 80

Top Topics

Language Understanding

Speech Recognition

Automatic Assessment

Top Venues

Publications

Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding. CoRR (2024)
Minz Won, Yun-Ning Hung, Duc Le
A Foundation Model for Music Informatics. ICASSP (2024)
Julian D. Parker, Janne Spijkervet, Katerina Kosta, Furkan Yesiler, Boris Kuznetsov, Ju-Chiang Wang, Matt Avent, Jitong Chen, Duc Le
STEMGEN: A Music Generation Model That Listens. ICASSP (2024)
Duc Le, Sang Truong, Patel Brijesh, Donald A. Adjeroh, Ngan Le
sCL-ST: Supervised Contrastive Learning With Semantic Transformations for Multiple Lead ECG Arrhythmia Classification. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding. CoRR (2023)
Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, Ozlem Kalinli
Learning ASR Pathways: A Sparse Multilingual ASR Model. ICASSP (2023)
Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities. ICASSP (2023)
Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Yun-Ning Hung, Ju-Chiang Wang, Minz Won, Duc Le
Scaling Up Music Information Retrieval Training with Semi-Supervised Learning. CoRR (2023)
Ke Li, Jay Mahadeokar, Jinxi Guo, Yangyang Shi, Gil Keren, Ozlem Kalinli, Michael L. Seltzer, Duc Le
Improving fast-slow Encoder based Transducer with Streaming Deliberation. ICASSP (2023)
Julian D. Parker, Janne Spijkervet, Katerina Kosta, Furkan Yesiler, Boris Kuznetsov, Ju-Chiang Wang, Matt Avent, Jitong Chen, Duc Le
StemGen: A music generation model that listens. CoRR (2023)
Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. ICASSP (2023)
Minz Won, Yun-Ning Hung, Duc Le
A Foundation Model for Music Informatics. CoRR (2023)
Akshat Shrivastava, Suyoun Kim, Paden Tomasello, Ali Elkahky, Daniel Lazar, Trang Le, Shan Jiang, Duc Le, Aleksandr Livshits, Ahmed Aly
ICASSP 2023 Spoken Language Understanding Grand Challenge. ICASSP (2023)
Zhuangqun Huang, Gil Keren, Ziran Jiang, Shashank Jain, David Goss-Grubbs, Nelson Cheng, Farnaz Abtahi, Duc Le, David Zhang, Antony D'Avirro, Ethan Campbell-Taylor, Jessie Salas, Irina-Elena Veliche, Xi Chen
Text Generation with Speech Synthesis for ASR Data Augmentation. CoRR (2023)
Matthew Perez, Duc Le, Amrit Romana, Elise Jones, Keli Licata, Emily Mower Provost
Seq2seq for Automatic Paraphasia Detection in Aphasic Speech. CoRR (2023)
Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. EMNLP (Findings) (2022)
Orestis Alpos, Zhipeng Wang, Alireza Kavousi, Sze Yiu Chau, Duc Le, Christian Cachin
DSKE: Digital Signature with Key Extraction. IACR Cryptol. ePrint Arch. 2022 (2022)
Thinh Phan, Duc Le, Patel Brijesh, Donald Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning. BHI (2022)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. INTERSPEECH (2022)
Thinh Phan, Duc Le, Patel Brijesh, Donald Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning. CoRR (2022)
Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. CoRR (2022)
Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer
Neural-FST Class Language Model for End-to-End Speech Recognition. CoRR (2022)
Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer
Neural-FST Class Language Model for End-to-End Speech Recognition. ICASSP (2022)
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. SLT (2022)
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. CoRR (2022)
Suyoun Kim, Ke Li, Lucas Kabela, Rongqing Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. CoRR (2022)
Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer
Deliberation Model for On-Device Spoken Language Understanding. CoRR (2022)
Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L. Seltzer
Streaming parallel transducer beam search with fast slow cascaded encoders. INTERSPEECH (2022)
Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli
Learning ASR pathways: A sparse multilingual ASR model. CoRR (2022)
Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L. Seltzer
Streaming parallel transducer beam search with fast-slow cascaded encoders. CoRR (2022)
Duc Le, Akshat Shrivastava, Paden D. Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer
Deliberation Model for On-Device Spoken Language Understanding. INTERSPEECH (2022)
Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities. CoRR (2022)
Paden Tomasello, Akshat Shrivastava, Daniel Lazar, Po-Chun Hsu, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossi Adi, Robin Algayres, Tu Ahn Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed
Stop: A Dataset for Spoken Task Oriented Semantic Parsing. SLT (2022)
Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. INTERSPEECH (2022)
Paden Tomasello, Akshat Shrivastava, Daniel Lazar, Po-Chun Hsu, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossef Mordechay, Robin Algayres, Tu Anh Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed
STOP: A dataset for Spoken Task Oriented Semantic Parsing. CoRR (2022)
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios. Interspeech (2021)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. CoRR (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. Interspeech (2021)
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. Interspeech (2021)
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Ching-Feng Yeh, Julian Chan, Frank Zhang, Duc Le, Mike Seltzer
Emformer: Efficient Memory Transformer Based Acoustic Model for Low Latency Streaming Speech Recognition. ICASSP (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. CoRR (2021)
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. CoRR (2021)
Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Dynamic Encoder Transducer: A Flexible Solution for Trading Off Accuracy for Latency. Interspeech (2021)
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. Interspeech (2021)
Shahbaz Ahmed, Duc Le, Lauri Sydänheimo, Leena Ukkonen, Toni Björninen
Wearable Metasurface-Enabled Quasi-Yagi Antenna for UHF RFID Reader With End-Fire Radiation Along the Forearm. IEEE Access 9 (2021)
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios. CoRR (2021)
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. ICASSP (2021)
Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer
Deep Shallow Fusion for RNN-T Personalization. SLT (2021)
Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. CoRR (2021)
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
Alignment Restricted Streaming Recurrent Neural Network Transducer. SLT (2021)
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. CoRR (2021)
Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency. CoRR (2021)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. SLT (2021)
Duc Le, Thilo Köhler, Christian Fuegen, Michael L. Seltzer
G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR. ICASSP (2020)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. CoRR (2020)
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Ching-Feng Yeh, Julian Chan, Frank Zhang, Duc Le, Michael L. Seltzer
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition. CoRR (2020)
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Christian Fuegen, Frank Zhang, Duc Le, Ching-Feng Yeh, Michael L. Seltzer
Weak-Attention Suppression for Transformer Based Speech Recognition. INTERSPEECH (2020)
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Christian Fuegen, Frank Zhang, Duc Le, Ching-Feng Yeh, Michael L. Seltzer
Weak-Attention Suppression For Transformer Based Speech Recognition. CoRR (2020)
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer
Transformer-Based Acoustic Modeling for Hybrid Speech Recognition. ICASSP (2020)
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Classification of Huntington Disease using Acoustic and Lexical Features. CoRR (2020)
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
Alignment Restricted Streaming Recurrent Neural Network Transducer. CoRR (2020)
Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer
Deep Shallow Fusion for RNN-T Personalization. CoRR (2020)
Karine Ip, Abhijith Asok, Yijia Xu, Duc Le, Natalie Mionis, Roman Batoukov
ML-Assisted Monitoring and Characterization of IoT Sensor Networks. EAIS (2020)
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. CoRR (2020)
Duc Le, Wenrui Huang, Elijah Johnson
Neural network modeling of monthly salinity variations in oyster reef in Apalachicola Bay in response to freshwater inflow and winds. Neural Comput. Appl. 31 (10) (2019)
Duc Le, Xiaohui Zhang, Weiyi Zheng, Christian Fügen, Geoffrey Zweig, Michael L. Seltzer
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition. ASRU (2019)
Abigail J. Heithoff, Steven A. Totusek, Duc Le, Lucas Barwick, Gary Gensler, Donald R. Franklin, Allison C. Dye, Sanjit Pandey, Seth Sherman, Chittibabu Guda, Howard S. Fox
The integrated National NeuroAIDS Tissue Consortium database: a rich platform for neuroHIV research. Database J. Biol. Databases Curation 2019 (2019)
Duc Le, Thilo Köhler, Christian Fuegen, Michael L. Seltzer
G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR. CoRR (2019)
Ching-Feng Yeh, Jay Mahadeokar, Kaustubh Kalgaonkar, Yongqiang Wang, Duc Le, Mahaveer Jain, Kjell Schubert, Christian Fuegen, Michael L. Seltzer
Transformer-Transducer: End-to-End Speech Recognition with Self-Attention. CoRR (2019)
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer
Transformer-based Acoustic Modeling for Hybrid Speech Recognition. CoRR (2019)
Duc Le, Xiaohui Zhang, Weiyi Zheng, Christian Fügen, Geoffrey Zweig, Michael L. Seltzer
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition. CoRR (2019)
Duc Le
Real-time Air Pollution prediction model based on Spatiotemporal Big data. CoRR (2018)
Duc Le, Keli Licata, Emily Mower Provost
Automatic quantitative analysis of spontaneous aphasic speech. Speech Commun. 100 (2018)
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Classification of Huntington Disease Using Acoustic and Lexical Features. INTERSPEECH (2018)
Duc Le, Keli Licata, Emily Mower Provost
Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study. INTERSPEECH (2017)
Duc Le, Zakaria Aldeneh, Emily Mower Provost
Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network. INTERSPEECH (2017)
Duc Le, Keli Licata, Carol Persad, Emily Mower Provost
Automatic Assessment of Speech Intelligibility for Individuals With Aphasia. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Duc Le, Emily Mower Provost
Improving Automatic Recognition of Aphasic Speech with AphasiaBank. INTERSPEECH (2016)
John Gideon, Biqiao Zhang, Zakaria Aldeneh, Yelin Kim, Soheil Khorram, Duc Le, Emily Mower Provost
Wild wild emotion: a multimodal ensemble approach. ICMI (2016)
Duc Le, Emily Mower Provost
Data selection for acoustic emotion recognition: Analyzing and comparing utterance and sub-utterance selection strategies. ACII (2015)
Duc Le, Keli Licata, Elizabeth Mercado, Carol Persad, Emily Mower Provost
Automatic analysis of speech quality for aphasia treatment. ICASSP (2014)
Duc Le, Mohammad Amin Alipour, Rahul Gopinath, Alex Groce
MuCheck: an extensible tool for mutation testing of haskell programs. ISSTA (2014)
Duc Le, Emily Mower Provost
Modeling pronunciation, rhythm, and intonation for automatic assessment of speech quality in aphasia rehabilitation. INTERSPEECH (2014)
Je Hun Jeon, Duc Le, Rui Xia, Yang Liu
A preliminary study of cross-lingual emotion recognition from speech: automatic classification versus human perception. INTERSPEECH (2013)
Duc Le, Emily Mower Provost
Emotion recognition from spontaneous speech using Hidden Markov models with deep belief networks. ASRU (2013)
Duc Le
Support for software variation editing. VL/HCC (2011)
Duc Le, Eric Walkingshaw, Martin Erwig
#ifdef confirmed harmful: Promoting understandable software variation. VL/HCC (2011)
Louis Luh, Willie Ng, Joseph F. Jensen, Duc Le, David L. Persechini, Stephen Thomas, Charles H. Fields, James Lin
A 10.24GSPS photonic sampled bandpass ΔΣ modulator direct-sampling at 12GHz. CICC (2005)