Desh Raj

According to our database, Desh Raj authored at least 37 papers between 2016 and 2024.

Collaborative distances:

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

2024

M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses.

Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

Faster Speech-LLaMA Inference with Multi-token Prediction.

Desh Raj, Gil Keren, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

Listening to Multi-talker Conversations: Modular and End-to-end Perspectives.

Desh Raj

CoRR, 2024

On Speaker Attribution with SURT.

Desh Raj, Matthew Wiesner, Matthew Maciejewski, Paola García, Daniel Povey, Sanjeev Khudanpur

Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch.

George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti

Proceedings of the IEEE International Conference on Acoustics, 2024

Updated Corpora and Benchmarks for Long-Form Speech Recognition.

Jennifer Drexler Fox, Desh Raj, Natalie Delworth, Quinn McNamara, Corey Miller, Migüel Jetté

Proceedings of the IEEE International Conference on Acoustics, 2024

ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition.

Ruizhe Huang, Mahsa Yarmohammadi, Jan Trmal, Jing Liu, Desh Raj, Leibny Paola García, Alexei V. Ivanov, Patrick Ehlen, Mingzhi Yu, Dan Povey, Sanjeev Khudanpur

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

SURT 2.0: Advances in Transducer-Based Multi-Talker Speech Recognition.

Desh Raj, Daniel Povey, Sanjeev Khudanpur

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices.

George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti

CoRR, 2023

The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios.

Samuele Cornell, Matthew Wiesner, Shinji Watanabe, Desh Raj, Xuankai Chang, Paola García, Yoshiki Masuyama, Zhong-Qiu Wang, Stefano Squartini, Sanjeev Khudanpur

CoRR, 2023

GPU-accelerated Guided Source Separation for Meeting Transcription.

Desh Raj, Daniel Povey, Sanjeev Khudanpur

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Anchored Speech Recognition with Neural Transducers.

Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2023

Adapting Self-Supervised Models to Multi-Talker Speech Recognition Using Speaker Embeddings.

Zili Huang, Desh Raj, Paola García, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning From Flawed Data: Weakly Supervised Automatic Speech Recognition.

Dongji Gao, Hainan Xu, Desh Raj, Leibny Paola García-Perera, Daniel Povey, Sanjeev Khudanpur

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Joint speaker diarization and speech recognition based on region proposal networks.

Zili Huang, Marc Delcroix, Leibny Paola García-Perera, Shinji Watanabe, Desh Raj, Sanjeev Khudanpur

Comput. Speech Lang., 2022

A machine learning-based approach to determine infection status in recipients of BBV152 (Covaxin) whole-virion inactivated SARS-CoV-2 vaccine for serological surveys.

Prateek Singh, Rajat Ujjainiya, Satyartha Prakash, Salwa Naushin, Viren Sardana, Nitin Bhatheja, Ajay Pratap Singh, Joydeb Barman, Kartik Kumar, Saurabh Gayali, Raju Khan, Birendra Singh Rawat, Karthik Bharadwaj Tallapaka, Mahesh Anumalla, Amit Lahiri, Susanta Kar, Vivek Bhosale, Mrigank Srivastava, Madhav Nilakanth Mugale, C. P. Pandey, Shaziya Khan, Shivani Katiyar, Desh Raj, Sharmeen Ishteyaque, Sonu Khanka, Ankita Rani, Promila, Jyotsna Sharma, Anuradha Seth, Mukul Dutta, Nishant Saurabh, Murugan Veerapandian, Ganesh Venkatachalam, Deepak Bansal, Dinesh Gupta, Prakash M. Halami, Muthukumar Serva Peddha, Ravindra P. Veeranna, Anirban Pal, Ranvijay Kumar Singh, Suresh Kumar Anandasadagopan, Parimala Karuppanan, Syed Nasar Rahman, Gopika Selvakumar, Venkatesan Subramanian, Malay Kumar Karmakar, Harish Kumar Sardana, Anamika Kothari, Devendra Singh Parihar, Anupma Thakur, Anas Saifi, Naman Gupta, Yogita Singh, Ritu Reddu, Rizul Gautam, Anuj Mishra, Avinash Mishra, Iranna Gogeri, Geethavani Rayasam, Yogendra Padwad, Vikram Patial, Vipin Hallan, Damanpreet Singh, Narendra Tirpude, Partha Chakrabarti, Sujay Krishna Maity, Dipyaman Ganguly, Ramakrishna Sistla, Narender Kumar Balthu, Kiran Kumar A, Siva Ranjith, B. Vijay Kumar, Piyush Singh Jamwal, Anshu Wali, Sajad Ahmed, Rekha Chouhan, Sumit G. Gandhi, Nancy Sharma, Garima Rai, Faisal Irshad, Vijay Lakshmi Jamwal, Masroor Ahmad Paddar, Sameer Ullah Khan, Fayaz Malik, Debashish Ghosh, Ghanshyam Thakkar, Saroj Kanta Barik, Prabhanshu Tripathi, Yatendra Kumar Satija, Sneha Mohanty, Md. Tauseef Khan, Umakanta Subudhi, Pradip Sen, Rashmi Kumar, Anshu Bhardwaj, Pawan Gupta, Deepak Sharma, Amit Tuli, Saumya Ray chaudhuri, Srinivasan Krishnamurthi, L. Prakash, Ch V. Rao, B. N. Singh, Arvindkumar Chaurasiya, Meera Chaurasiyar, Mayuri Bhadange, Bhagyashree Likhitkar, Sharada Mohite, Yogita Patil, Mahesh Kulkarni, Rakesh Joshi, Vaibhav Pandya, Sachin Mahajan, Amita Patil, Rachel Samson, Tejas Vare, Mahesh Dharne, Ashok Giri, Shilpa Paranjape, G. Narahari Sastry, Jatin Kalita, Tridip Phukan, Prasenjit Manna, Wahengbam Romi, Pankaj Bharali, Dibyajyoti Ozah, Ravi Kumar Sahu, Prachurjya Dutta, Moirangthem Goutam Singh, Gayatri Gogoi, Yasmin Begam Tapadar, Elapavalooru VSSK. Babu, Rajeev K. Sukumaran, Aishwarya R. Nair, Anoop Puthiyamadam, Prajeesh Kooloth Valappil, Adrash Velayudhan Pillai Prasannakumari, Kalpana Chodankar, Samir Damare, Ved Varun Agrawal, Kumardeep Chaudhary, Anurag Agrawal, Shantanu Sengupta, Debasis Dash

Comput. Biol. Medicine, 2022

Low-Latency Speech Separation Guided Diarization for Telephone Conversations.

Giovanni Morrone, Samuele Cornell, Desh Raj, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Injecting Text and Cross-Lingual Supervision in Few-Shot Learning from Self-Supervised Models.

Matthew Wiesner, Desh Raj, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2022

Continuous Streaming Multi-Talker ASR with Dual-Path Transducers.

Desh Raj, Liang Lu, Zhuo Chen, Yashesh Gaur, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap.

Shota Horiguchi, Nelson Yalta, Paola García, Yuki Takashima, Yawen Xue, Desh Raj, Zili Huang, Yusuke Fujita, Shinji Watanabe, Sanjeev Khudanpur

CoRR, 2021

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement.

Zhong-Qiu Wang, Hakan Erdogan, Scott Wisdom, Kevin W. Wilson, Desh Raj, Shinji Watanabe, Zhuo Chen, John R. Hershey

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Multi-Class Spectral Clustering with Overlaps for Speaker Diarization.

Desh Raj, Zili Huang, Sanjeev Khudanpur

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

DOVER-Lap: A Method for Combining Overlap-Aware Diarization Outputs.

Desh Raj, Leibny Paola García-Perera, Zili Huang, Shinji Watanabe, Daniel Povey, Andreas Stolcke, Sanjeev Khudanpur

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.

Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics.

Katerina Zmolíková, Marc Delcroix, Desh Raj, Shinji Watanabe, Jan Cernocký

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

Training Hybrid Models on Noisy Transliterated Transcripts for Code-Switched Speech Recognition.

Matthew Wiesner, Mousmita Sarma, Ashish Arora, Desh Raj, Dongji Gao, Ruizhe Huang, Supreet Preet, Moris Johnson, Zikra Iqbal, Nagendra Goel, Jan Trmal, Leibny Paola García-Perera, Sanjeev Khudanpur

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

Reformulating DOVER-Lap Label Mapping as a Graph Partitioning Problem.

Desh Raj, Sanjeev Khudanpur

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

Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker.

Maokui He, Desh Raj, Zili Huang, Jun Du, Zhuo Chen, Shinji Watanabe

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

2020

Frustratingly Easy Noise-aware Training of Acoustic Models.

Desh Raj, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur

CoRR, 2020

The JHU Multi-Microphone Multi-Speaker ASR System for the CHiME-6 Challenge.

Ashish Arora, Desh Raj, Aswin Shanmugam Subramanian, Ke Li, Bar Ben-Yair, Matthew Maciejewski, Piotr Zelasko, Paola García, Shinji Watanabe, Sanjeev Khudanpur

CoRR, 2020

2019

Using ASR Methods for OCR.

Ashish Arora, Paola García, Shinji Watanabe, Vimal Manohar, Yiwen Shao, Sanjeev Khudanpur, Chun-Chieh Chang, Babak Rekabdar, Bagher BabaAli, Daniel Povey, David Etter, Desh Raj, Hossein Hadian, Jan Trmal

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Probing the Information Encoded in X-Vectors.

Desh Raj, David Snyder, Daniel Povey, Sanjeev Khudanpur

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Analysis of Data Generated From Multidimensional Type-1 and Type-2 Fuzzy Membership Functions.

Desh Raj, Aditya Gupta, Bhuvnesh Garg, Kenil Tanna, Frank Chung-Hoon Rhee

IEEE Trans. Fuzzy Syst., 2018

Uncertain fuzzy self-organization based clustering: interval type-2 fuzzy approach to adaptive resonance theory.

Shakaiba Majeed, Aditya Gupta, Desh Raj, Frank Chung-Hoon Rhee

Inf. Sci., 2018

2017

Principal component analysis approach in selecting type-1 and type-2 fuzzy membership functions for high-dimensional data.

Desh Raj, Aditya Gupta, Kenil Tanna, Bhuvnesh Garg, Frank Chung-Hoon Rhee

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text.

Desh Raj, Sunil Kumar Sahu, Ashish Anand

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

2016

Visual analysis and representations of type-2 fuzzy membership functions.

Desh Raj, Kenil Tanna, Bhuvnesh Garg, Frank Chung-Hoon Rhee

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016