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Latent Space Factorization in LoRA, Shashi Kumar, Yacouba Kaloga, John Mitros, Petr Motlicek and Ina Kodrasi, in: 39th Conference on Neural Information Processing Systems, 2025

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Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering, Andrés Carofilis, Pradeep Rangappa, Srikanth Madikeri, Shashi Kumar, Sergio Burdisso, Jeena Prakash, Esaú Villatoro-Tello, Petr Motlicek, Bidisha Sharma, Kadri Hacioğlu, Shankar Venkatesan, Saurabh Vyas and Andreas Stolcke, in: Interspeech 2025, Rotterdam, The Netherlands, pages 3618--3622, 2025

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TokenVerse++: Towards Flexible Multitask Learning with Dynamic Task Activation, Shashi Kumar, Srikanth Madikeri, Esaú Villatoro-Tello, Sergio Burdisso, Pradeep Rangappa, Andrés Carofilis, Petr Motlicek, Karthik Pandia D S, Shankar Venkatesan, Kadri Hacioğlu and Andreas Stolcke, in: 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), IEEE, 2025

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Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering, Pradeep Rangappa, Andrés Carofilis, Jeena Prakash, Shashi Kumar, Sergio Burdisso, Srikanth Madikeri, Esaú Villatoro-Tello, Bidisha Sharma, Petr Motlicek, Kadri Hacioğlu, Shankar Venkatesan, Saurabh Vyas and Andreas Stolcke, in: Proc. Interspeech, 2025

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Performance Evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward, Shashi Kumar, Iuliia Thorbecke, Sergio Burdisso, Esaú Villatoro-Tello, Manjunath K E, Kadri Hacioğlu, Pradeep Rangappa, Petr Motlicek, Aravind Ganapathiraju and Andreas Stolcke, in: SALMA Workshop, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hyderabad, India, IEEE, 2025

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XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models, Shashi Kumar, Srikanth Madikeri, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Iuliia Thorbecke, Petr Motlicek, Manjunath K E and Aravind Ganapathiraju, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hyderabad, India, IEEE, 2025

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Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering, Pradeep Rangappa, Juan Zuluaga-Gomez, Srikanth Madikeri, Andrés Carofilis, Jeena Prakash, Sergio Burdisso, Shashi Kumar, Esaú Villatoro-Tello, Nigmatulina Iuliia, Petr Motlicek, Karthik Pandia D S and Aravind Ganapathiraju, in: 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), 2025

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Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper, Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlicek, Karthik Pandia D S and Aravind Ganapathiraju, in: Findings of the Association for Computational Linguistics: EMNLP 2024, pages 16747–16762, Association for Computational Linguistics (ACL), 2024

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TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR, Shashi Kumar, Srikanth Madikeri, Juan Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlicek, Karthik Pandia D S and Aravind Ganapathiraju, in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 20988–20995, Association for Computational Linguistics (ACL), 2024

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Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper, Thorbecke Iuliia, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlicek, Karthik Pandia D S and Aravind Ganapathiraju, Idiap-RR-10-2024

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TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR, Shashi Kumar, Srikanth Madikeri, Juan Zuluaga-Gomez, Nigmatulina Iuliia, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlicek, Karthik Pandia D S and Aravind Ganapathiraju, Idiap-RR-07-2024

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Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers, Shashi Kumar, Srikanth Madikeri, Nigmatulina Iuliia, Esaú Villatoro-Tello, Petr Motlicek, Karthik Pandia D S, S. Pavankumar Dubagunta and Aravind Ganapathiraju, in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Republic of Korea, pages 12592-12596, IEEE, 2024

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Probability-Aware Word-Confusion-Network-to-Text Alignment Approach for Intent Classification, Esaú Villatoro-Tello, Srikanth Madikeri, Bidisha Sharma, Driss Khalil, Shashi Kumar, Nigmatulina Iuliia, Petr Motlicek and Aravind Ganapathiraju, in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Republic of Korea, pages 12617-12621, IEEE, 2024

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Implementing contextual biasing in GPU decoder for online ASR, Nigmatulina Iuliia, Srikanth Madikeri, Esaú Villatoro-Tello, Petr Motlicek, Juan Zuluaga-Gomez, Karthik Pandia D S and Aravind Ganapathiraju, in: Proc. Interspeech 2023, pages 4494--4498, 2023

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Implementing contextual biasing in GPU decoder for online ASR, Nigmatulina Iuliia, Srikanth Madikeri, Esaú Villatoro-Tello, Petr Motlicek, Juan Zuluaga-Gomez, Karthik Pandia D S and Aravind Ganapathiraju, Idiap-RR-02-2023

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Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks, Esaú Villatoro-Tello, Srikanth Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Nigmatulina Iuliia, Petr Motlicek, Alexei V. Ivanov and Aravind Ganapathiraju, in: Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, 2023

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