Audio-Attention Discriminative Language Model for ASR Rescoring
Gandhe, Ankur, Rastrow, Ariya
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
RescoreBERT: Discriminative Speech Recognition Rescoring With Bert
Xu, Liyan, Gu, Yile, Kolehmainen, Jari, Khan, Haidar, Gandhe, Ankur, Rastrow, Ariya, Stolcke, Andreas, Bulyko, Ivan
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
On-the-Fly Text Retrieval for end-to-end ASR Adaptation
Yusuf, Bolaji, Gourav, Aditya, Gandhe, Ankur, Bulyko, Ivan
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Personalization Strategies for End-to-End Speech Recognition Systems
Gourav, Aditya, Liu, Linda, Gandhe, Ankur, Gu, Yile, Lan, Guitang, Huang, Xiangyang, Kalmane, Shashank, Tiwari, Gautam, Filimonov, Denis, Rastrow, Ariya, Stolcke, Andreas, Bulyko, Ivan
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Domain-Aware Neural Language Models for Speech Recognition
Liu, Linda, Gu, Yile, Gourav, Aditya, Gandhe, Ankur, Kalmane, Shashank, Filimonov, Denis, Rastrow, Ariya, Bulyko, Ivan
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Robust Acoustic And Semantic Contextual Biasing In Neural Transducers For Speech Recognition
Fu, Xuandi, Sathyendra, Kanthashree Mysore, Gandhe, Ankur, Liu, Jing, Strimel, Grant P., McGowan, Ross, Mouchtaris, Athanasios
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
Lin, Guan-Ting, Shivakumar, Prashanth Gurunath, Gandhe, Ankur, Yang, Chao-Han Huck, Gu, Yile, Ghosh, Shalini, Stolcke, Andreas, Lee, Hung-Yi, Bulyko, Ivan
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers
Pandey, Rahul, Ren, Roger, Luo, Qi, Liu, Jing, Rastrow, Ariya, Gandhe, Ankur, Filimonov, Denis, Strimel, Grant, Stolcke, Andreas, Bulyko, Ivan
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks
Everson, Kevin, Gu, Yile, Yang, Huck, Shivakumar, Prashanth Gurunath, Lin, Guan-Ting, Kolehmainen, Jari, Bulyko, Ivan, Gandhe, Ankur, Ghosh, Shalini, Hamza, Wael, Lee, Hung-Yi, Rastrow, Anya, Stolcke, Andreas
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Scalable Language Model Adaptation for Spoken Dialogue Systems
Gandhe, Ankur, Rastrow, Ariya, Hoffmeister, Bjorn
Published in 2018 IEEE Spoken Language Technology Workshop (SLT) (01.12.2018)
Published in 2018 IEEE Spoken Language Technology Workshop (SLT) (01.12.2018)
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Conference Proceeding
Optimization of Neural Network Language Models for keyword search
Gandhe, Ankur, Metze, Florian, Waibel, Alex, Lane, Ian
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Streaming Speech-to-Confusion Network Speech Recognition
Filimonov, Denis, Pandey, Prabhat, Rastrow, Ariya, Gandhe, Ankur, Stolcke, Andreas
Published in arXiv.org (02.06.2023)
Published in arXiv.org (02.06.2023)
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Paper
Journal Article
Speech Recognition Rescoring with Large Speech-Text Foundation Models
Shivakumar, Prashanth Gurunath, Kolehmainen, Jari, Gourav, Aditya, Gu, Yi, Gandhe, Ankur, Rastrow, Ariya, Bulyko, Ivan
Year of Publication 25.09.2024
Year of Publication 25.09.2024
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Journal Article
Multi-Task Language Modeling for Improving Speech Recognition of Rare Words
Yang, Chao-Han Huck, Liu, Linda, Gandhe, Ankur, Gu, Yile, Raju, Anirudh, Filimonov, Denis, Bulyko, Ivan
Published in 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (13.12.2021)
Published in 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (13.12.2021)
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Conference Proceeding