Nauman Dawalatabad

About Nauman Dawalatabad

Nauman Dawalatabad, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of Speech Recognition, Speaker Recognition, Speaker Diarization, Continual Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Cross-Lingual Transfer Learning for Low-Resource Speech Translation

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

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

Two-Pass End-to-End ASR Model Compression

Detecting Dementia from Long Neuropsychological Interviews

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

Novel Architectures for Unsupervised Information Bottleneck based Speaker Diarization of Meetings

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

Nauman Dawalatabad Information

University

Position

___

Citations(all)

711

Citations(since 2020)

704

Cited By

25

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

3

i10Index(since 2020)

2

Email

University Profile Page

Indian Institute of Technology Madras

Google Scholar

View Google Scholar Profile

Nauman Dawalatabad Skills & Research Interests

Speech Recognition

Speaker Recognition

Speaker Diarization

Continual Learning

Top articles of Nauman Dawalatabad

Title

Journal

Author(s)

Publication Date

Cross-Lingual Transfer Learning for Low-Resource Speech Translation

Sameer Khurana

Nauman Dawalatabad

Antoine Laurent

Luis Vicente

Pablo Gimeno

...

2024/4/14

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

ICASSP 2023

Nauman Dawalatabad

Sameer Khurana

Antoine Laurent

James Glass

2023

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

Interspeech 2022

Jash Rathod

Nauman Dawalatabad

Shatrughan Singh

Dhananjaya Gowda

2022/10/1

Two-Pass End-to-End ASR Model Compression

2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Nauman Dawalatabad

Tushar Vatsal

Ashutosh Gupta

Sungsoo Kim

Shatrughan Singh

...

2022/1/8

Detecting Dementia from Long Neuropsychological Interviews

Nauman Dawalatabad

Yuan Gong

Sameer Khurana

Rhoda Au

James Glass

2022/12

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

arXiv preprint arXiv:2103.03215

Nauman Dawalatabad

Jilt Sebastian

Jom Kuriakose

C Chandra Sekhar

Shrikanth Narayanan

...

2021/3/4

Novel Architectures for Unsupervised Information Bottleneck based Speaker Diarization of Meetings

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Nauman Dawalatabad

Srikanth Madikeri

C Chandra Sekhar

Hema A Murthy

2020/11/5

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

Dhananjaya Gowda

Abhinav Garg

Jiyeon Kim

Mehul Kumar

Sachin Singh

...

2021/12/13

ECAPA-TDNN Embeddings for Speaker Diarization

Nauman Dawalatabad

Mirco Ravanelli

François Grondin

Jenthe Thienpondt

Brecht Desplanques

...

2021/4/3

SpeechBrain: A general-purpose speech toolkit

Titouan Parcollet

Mirco Ravanelli

Peter Plantinga

Aku Rouhe

Samuele Cornell

...

2022/3/8

See List of Professors in Nauman Dawalatabad University(Indian Institute of Technology Madras)

Co-Authors

H-index: 227
Yoshua Bengio

Yoshua Bengio

Université de Montréal

H-index: 106
Shrikanth (Shri) Narayanan

Shrikanth (Shri) Narayanan

University of Southern California

H-index: 97
Mriganka Sur

Mriganka Sur

Massachusetts Institute of Technology

H-index: 89
James Glass

James Glass

Massachusetts Institute of Technology

H-index: 34
Hema A Murthy

Hema A Murthy

Indian Institute of Technology Madras

H-index: 20
Chandra Sekhar Chellu

Chandra Sekhar Chellu

Indian Institute of Technology Madras

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