Visual analysis and representations of type-2 fuzzy membership functions. - Desh Raj; Kenil Tanna; Bhuvnesh Garg; Frank Chung-Hoon Rhee (FUZZ-IEEE, 2016)

Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text. - Desh Raj; Sunil Kumar Sahu; Ashish Anand (CoNLL, 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 (IFSA-SCIS, 2017)

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)

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)

Probing the Information Encoded in X-Vectors. - Desh Raj; David Snyder; Daniel Povey; Sanjeev Khudanpur (ASRU, 2019)

Using ASR Methods for OCR. - Ashish Arora; Paola García 001; Shinji Watanabe 001; Vimal Manohar; Yiwen Shao; Sanjeev Khudanpur; Chun-Chieh Chang; Babak Rekabdar; Bagher BabaAli; Daniel Povey; David Etter; Desh Raj; et al. (ICDAR, 2019)

The JHU Multi-Microphone Multi-Speaker ASR System for the CHiME-6 Challenge. - Ashish Arora; Desh Raj; Aswin Shanmugam Subramanian; Ke Li 018; Bar Ben-Yair; Matthew Maciejewski; Piotr Zelasko; Paola García 001; Shinji Watanabe 001; Sanjeev Khudanpur (CoRR, 2020)

Frustratingly Easy Noise-aware Training of Acoustic Models. - Desh Raj; Jesús Villalba 001; Daniel Povey; Sanjeev Khudanpur (CoRR, 2020)

Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker. - Maokui He; Desh Raj; Zili Huang; Jun Du 002; Zhuo Chen 006; Shinji Watanabe 001 (Interspeech, 2021)

Reformulating DOVER-Lap Label Mapping as a Graph Partitioning Problem. - Desh Raj; Sanjeev Khudanpur (Interspeech, 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; et al. (Interspeech, 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 001; Jan Cernocký (Interspeech, 2021)

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis. - Desh Raj; Pavel Denisov; Zhuo Chen 006; Hakan Erdogan; Zili Huang; Maokui He; Shinji Watanabe 001; Jun Du 002; Takuya Yoshioka; Yi Luo 004; Naoyuki Kanda; Jinyu Li 001; et al. (SLT, 2021)

DOVER-Lap: A Method for Combining Overlap-Aware Diarization Outputs. - Desh Raj; Leibny Paola García-Perera; Zili Huang; Shinji Watanabe 001; Daniel Povey; Andreas Stolcke; Sanjeev Khudanpur (SLT, 2021)

Multi-Class Spectral Clustering with Overlaps for Speaker Diarization. - Desh Raj; Zili Huang; Sanjeev Khudanpur (SLT, 2021)

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement. - Zhong-Qiu Wang 001; Hakan Erdogan; Scott Wisdom; Kevin W. Wilson; Desh Raj; Shinji Watanabe 001; Zhuo Chen 006; John R. Hershey (SLT, 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 001; Yuki Takashima; Yawen Xue; Desh Raj; Zili Huang; Yusuke Fujita; Shinji Watanabe 001; Sanjeev Khudanpur (CoRR, 2021)

Continuous Streaming Multi-Talker ASR with Dual-Path Transducers. - Desh Raj; Liang Lu 001; Zhuo Chen 006; Yashesh Gaur; Jinyu Li 001 (ICASSP, 2022)

Injecting Text and Cross-Lingual Supervision in Few-Shot Learning from Self-Supervised Models. - Matthew Wiesner; Desh Raj; Sanjeev Khudanpur (ICASSP, 2022)

Low-Latency Speech Separation Guided Diarization for Telephone Conversations. - Giovanni Morrone; Samuele Cornell; Desh Raj; Luca Serafini; Enrico Zovato; Alessio Brutti; Stefano Squartini (SLT, 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; et al. (Comput. Biol. Medicine, 2022)

Joint speaker diarization and speech recognition based on region proposal networks. - Zili Huang; Marc Delcroix; Leibny Paola García-Perera; Shinji Watanabe 001; Desh Raj; Sanjeev Khudanpur (Comput. Speech Lang., 2022)

Learning From Flawed Data: Weakly Supervised Automatic Speech Recognition. - Dongji Gao; Hainan Xu; Desh Raj; Leibny Paola García-Perera; Daniel Povey; Sanjeev Khudanpur (ASRU, 2023)

Adapting Self-Supervised Models to Multi-Talker Speech Recognition Using Speaker Embeddings. - Zili Huang; Desh Raj; Paola García 001; Sanjeev Khudanpur (ICASSP, 2023)

Anchored Speech Recognition with Neural Transducers. - Desh Raj; Junteng Jia; Jay Mahadeokar; Chunyang Wu; Niko Moritz; Xiaohui Zhang 007; Ozlem Kalinli (ICASSP, 2023)

GPU-accelerated Guided Source Separation for Meeting Transcription. - Desh Raj; Daniel Povey; Sanjeev Khudanpur (INTERSPEECH, 2023)

The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios. - Samuele Cornell; Matthew Wiesner; Shinji Watanabe 001; Desh Raj; Xuankai Chang; Paola García 001; Yoshiki Masuyama; Zhong-Qiu Wang 001; Stefano Squartini; Sanjeev Khudanpur (CoRR, 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)

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)

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 (LREC/COLING, 2024)

Updated Corpora and Benchmarks for Long-Form Speech Recognition. - Jennifer Drexler Fox; Desh Raj; Natalie Delworth; Quinn McNamara; Corey Miller; Migüel Jetté (ICASSP, 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 (ICASSP Workshops, 2024)

Enhancing Neural Transducer for Multilingual ASR with Synchronized Language Diarization. - Amir Hussein; Desh Raj; Matthew Wiesner; Daniel Povey; Paola García 001; Sanjeev Khudanpur (INTERSPEECH, 2024)

On Speaker Attribution with SURT. - Desh Raj; Matthew Wiesner; Matthew Maciejewski; Paola García 001; Daniel Povey; Sanjeev Khudanpur (Odyssey, 2024)

Listening to Multi-talker Conversations: Modular and End-to-end Perspectives. - Desh Raj (CoRR, 2024)

Faster Speech-LLaMA Inference with Multi-token Prediction. - Desh Raj; Gil Keren; Junteng Jia; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)

Speech-N-LlaMA: Improving Speech LLMs with Multi-Pass Training. - Amit Kumar Singh Yadav; Gil Keren; Desh Raj; Wei Zhou; Junteng Jia; Ke Li 018; Ying Xu; Chunyang Wu; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)

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 (ICASSP, 2025)

Recent Trends in Distant Conversational Speech Recognition: A Review of CHiME-7 and 8 DASR Challenges. - Samuele Cornell; Christoph Boeddeker; Taejin Park; He Huang 012; Desh Raj; Matthew Wiesner; Yoshiki Masuyama; Xuankai Chang; Zhongqiu Wang 001; Stefano Squartini; Paola García 001; Shinji Watanabe 001 (CoRR, 2025)