Keywords:
- Air traffic control
- ASR
- Automatic Speech Recognition
- automatic speech recognition (ASR)
- contextual biasing
- Data Selection
- domain adaptation
- Domain Classification
- embedding
- Foundation Models
- LLM
- pseudo-labelling
- rare word recognition
- ROXANNE
- ROXSD
- shallow fusion
- speech-to-text alignment
- streaming transducer
- TRACY · Law Enforcement Agencies · Suspect Detection· Non-Content Data· Social Influence Analysis· Link Prediction
- whisper
- Zipformer
Publications of Pradeep Rangappa
2025
| Performance Evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward, , , , , , , , , and , in: SALMA Workshop, 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, , , , , , , , , , , and , in: 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), 2025 |
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2024
| CONTEXTUAL BIASING METHODS FOR IMPROVING RARE WORD DETECTION IN AUTOMATIC SPEECH RECOGNITION, , , , , , , and , in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Korea, 2024 |
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| Detecting Criminal Networks via Non-Content Communication Data Analysis Techniques from the TRACY Project, , , , , , , , , and , in: 15th EAI International Conference on Digital Forensics & Cyber Crime, Dubrovnik, Croatia, 2024 |
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| Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper, , , , , , , , and , Idiap-RR-10-2024 |
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| Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper, , , , , , , , and , in: Findings of the Association for Computational Linguistics: EMNLP 2024, pages 16747–16762, Association for Computational Linguistics (ACL), 2024 |
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| ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Odyssey 2024: The Speaker and Language Recognition Workshop, pages 17-24, 2024 |
[DOI] [URL] |