Nauman Dawalatabad

According to our database, Nauman Dawalatabad authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer.

Liming Wang, Yuan Gong, Nauman Dawalatabad, Marco Vilela, Katerina Placek, Brian Tracey, Yishu Gong, Alan Premasiri, Fernando Vieira, James R. Glass

CoRR, 2024

Cross-Lingual Transfer Learning for Low-Resource Speech Translation.

Sameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Improved Cross-Lingual Transfer Learning For Automatic Speech Translation.

Sameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James R. Glass

CoRR, 2023

On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration.

Nauman Dawalatabad, Sameer Khurana, Antoine Laurent, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition.

Jash Rathod, Nauman Dawalatabad, Shatrughan Singh, Dhananjaya Gowda

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Detecting Dementia from Long Neuropsychological Interviews.

Nauman Dawalatabad, Yuan Gong, Sameer Khurana, Rhoda Au, James R. Glass

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Novel Architectures for Unsupervised Information Bottleneck Based Speaker Diarization of Meetings.

Nauman Dawalatabad, Srikanth R. Madikeri, C. Chandra Sekhar, Hema A. Murthy

IEEE ACM Trans. Audio Speech Lang. Process., 2021

SpeechBrain: A General-Purpose Speech Toolkit.

Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio

CoRR, 2021

Front-end Diarization for Percussion Separation in Taniavartanam of Carnatic Music Concerts.

Nauman Dawalatabad, Jilt Sebastian, Jom Kuriakose, C. Chandra Sekhar, Shrikanth Narayanan, Hema A. Murthy

CoRR, 2021

ECAPA-TDNN Embeddings for Speaker Diarization.

Nauman Dawalatabad, Mirco Ravanelli, François Grondin, Jenthe Thienpondt, Brecht Desplanques, Hwidong Na

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition.

Dhananjaya Gowda, Abhinav Garg, Jiyeon Kim, Mehul Kumar, Sachin Singh, Ashutosh Gupta, Ankur Kumar, Nauman Dawalatabad, Aman Maghan, Shatrughan Singh, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Two-Pass End-to-End ASR Model Compression.

Nauman Dawalatabad, Tushar Vatsal, Ashutosh Gupta, Sungsoo Kim, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2019

Incremental Transfer Learning in Two-pass Information Bottleneck Based Speaker Diarization System for Meetings.

Nauman Dawalatabad, Srikanth R. Madikeri, C. Chandra Sekhar, Hema A. Murthy

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Information Bottleneck Based Percussion Instrument Diarization System for Taniavartanam Segments of Carnatic Music Concerts.

Nauman Dawalatabad, Jom Kuriakose, Chellu Chandra Sekhar, Hema A. Murthy

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Discovering Language in Marmoset Vocalization.

Sakshi Verma, K. L. Prateek, Karthik Pandia, Nauman Dawalatabad, Rogier Landman, Jitendra Sharma, Mriganka Sur, Hema A. Murthy

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Two-Pass IB Based Speaker Diarization System Using Meeting-Specific ANN Based Features.

Nauman Dawalatabad, Srikanth R. Madikeri, C. Chandra Sekhar, Hema A. Murthy

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016