Shatrughan Singh

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Comparative Study

Speech Recognition

Automatic Speech Recognition

Confidence Measure

Top Venues

Publications

Dhanva Eledath, Arun Baby, Shatrughan Singh
Robust Speech Recognition Using Meta-Learning for Low-Resource Accents. NCC (2024)
Arun Baby, George Joseph, Shatrughan Singh
Robust Speaker Personalisation Using Generalized Low-Rank Adaptation for Automatic Speech Recognition. ICASSP (2024)
Nagaraj Adiga, Jinhwan Park, Chintigari Shiva Kumar, Shatrughan Singh, Kyungmin Lee, Chanwoo Kim, Dhananjaya Gowda
On the compression of shallow non-causal ASR models using knowledge distillation and tied-and-reduced decoder for low-latency on-device speech recognition. CoRR (2023)
Jash Rathod, Nauman Dawalatabad, Shatrughan Singh, Dhananjaya Gowda
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition. CoRR (2022)
Nauman Dawalatabad, Tushar Vatsal, Ashutosh Gupta, Sungsoo Kim, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim
Two-Pass End-to-End ASR Model Compression. CoRR (2022)
Jash Rathod, Nauman Dawalatabad, Shatrughan Singh, Dhananjaya Gowda
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition. INTERSPEECH (2022)
Dhananjaya Gowda, Abhinav Garg, Jiyeon Kim, Mehul Kumar, Sachin Singh, Ashutosh Gupta, Ankur Kumar, Nauman Dawalatabad, Aman Maghan, Shatrughan Singh, Chanwoo Kim
HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition. ASRU (2021)
Ashutosh Gupta, Aditya Jayasimha, Aman Maghan, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim
Voice to Action: Spoken Language Understanding for Memory-Constrained Systems. ASRU (2021)
Sachin Singh, Ashutosh Gupta, Aman Maghan, Dhananjaya Gowda, Shatrughan Singh, Chanwoo Kim
Comparative Study of Different Tokenization Strategies for Streaming End-to-End ASR. ASRU (2021)
Nauman Dawalatabad, Tushar Vatsal, Ashutosh Gupta, Sungsoo Kim, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim
Two-Pass End-to-End ASR Model Compression. ASRU (2021)
Ashutosh Gupta, Ankur Kumar, Dhananjaya Gowda, Kwangyoun Kim, Sachin Singh, Shatrughan Singh, Chanwoo Kim
Neural Utterance Confidence Measure for RNN-Transducers and Two Pass Models. ICASSP (2021)
Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim
Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition. INTERSPEECH (2020)
Ankur Kumar, Sachin Singh, Dhananjaya Gowda, Abhinav Garg, Shatrughan Singh, Chanwoo Kim
Utterance Confidence Measure for End-to-End Speech Recognition with Applications to Distributed Speech Recognition Scenarios. INTERSPEECH (2020)
Abhinav Garg, Ashutosh Gupta, Dhananjaya Gowda, Shatrughan Singh, Chanwoo Kim
Hierarchical Multi-Stage Word-to-Grapheme Named Entity Corrector for Automatic Speech Recognition. INTERSPEECH (2020)
Chanwoo Kim, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda
end-to-end training of a large vocabulary end-to-end speech recognition system. CoRR (2019)
Chanwoo Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. ASRU (2019)