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Desh Raj
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2020 – today
- 2024
- [c24]Ruizhe Huang, Mahsa Yarmohammadi, Jan Trmal, Jing Liu, Desh Raj, Leibny Paola García, Alexei V. Ivanov, Patrick Ehlen, Mingzhi Yu, Dan Povey, Sanjeev Khudanpur:
ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition. LREC/COLING 2024: 3700-3706 - [c23]George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti:
Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. ICASSP Workshops 2024: 685-689 - [c22]Jennifer Drexler Fox, Desh Raj, Natalie Delworth, Quinn McNamara, Corey Miller, Migüel Jetté:
Updated Corpora and Benchmarks for Long-Form Speech Recognition. ICASSP 2024: 13246-13250 - [c21]Desh Raj, Matthew Wiesner, Matthew Maciejewski, Paola García, Daniel Povey, Sanjeev Khudanpur:
On Speaker Attribution with SURT. Odyssey 2024: 91-98 - [i22]Desh Raj, Matthew Wiesner, Matthew Maciejewski, Leibny Paola García-Perera, Daniel Povey, Sanjeev Khudanpur:
On Speaker Attribution with SURT. CoRR abs/2401.15676 (2024) - [i21]Desh Raj:
Listening to Multi-talker Conversations: Modular and End-to-end Perspectives. CoRR abs/2402.08932 (2024) - [i20]Desh Raj, Gil Keren, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli:
Faster Speech-LLaMA Inference with Multi-token Prediction. CoRR abs/2409.08148 (2024) - [i19]Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli:
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses. CoRR abs/2409.11494 (2024) - 2023
- [j5]Desh Raj
, Daniel Povey
SURT 2.0: Advances in Transducer-Based Multi-Talker Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3800-3813 (2023) - [c20]Dongji Gao, Hainan Xu, Desh Raj, Leibny Paola García-Perera, Daniel Povey, Sanjeev Khudanpur:
Learning From Flawed Data: Weakly Supervised Automatic Speech Recognition. ASRU 2023: 1-8 - [c19]Zili Huang, Desh Raj, Paola García, Sanjeev Khudanpur:
Adapting Self-Supervised Models to Multi-Talker Speech Recognition Using Speaker Embeddings. ICASSP 2023: 1-5 - [c18]Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli:
Anchored Speech Recognition with Neural Transducers. ICASSP 2023: 1-5 - [c17]Desh Raj
GPU-accelerated Guided Source Separation for Meeting Transcription. INTERSPEECH 2023: 3507-3511 - [i18]Desh Raj
SURT 2.0: Advances in Transducer-based Multi-talker Speech Recognition. CoRR abs/2306.10559 (2023) - [i17]Samuele Cornell, Matthew Wiesner, Shinji Watanabe, Desh Raj, Xuankai Chang, Paola García, Yoshiki Masuyama, Zhong-Qiu Wang, Stefano Squartini, Sanjeev Khudanpur:
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios. CoRR abs/2306.13734 (2023) - [i16]George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. CoRR abs/2309.09546 (2023) - [i15]Jennifer Drexler Fox, Desh Raj
Updated Corpora and Benchmarks for Long-Form Speech Recognition. CoRR abs/2309.15013 (2023) - [i14]Dongji Gao, Hainan Xu, Desh Raj
Learning from Flawed Data: Weakly Supervised Automatic Speech Recognition. CoRR abs/2309.15796 (2023) - 2022
- [j4]Prateek Singh, Rajat Ujjainiya, Satyartha Prakash, Salwa Naushin, Viren Sardana
A machine learning-based approach to determine infection status in recipients of BBV152 (Covaxin) whole-virion inactivated SARS-CoV-2 vaccine for serological surveys. Comput. Biol. Medicine 146: 105419 (2022) - [j3]Zili Huang, Marc Delcroix
Joint speaker diarization and speech recognition based on region proposal networks. Comput. Speech Lang. 72: 101316 (2022) - [c16]Desh Raj
Continuous Streaming Multi-Talker ASR with Dual-Path Transducers. ICASSP 2022: 7317-7321 - [c15]Matthew Wiesner, Desh Raj
Injecting Text and Cross-Lingual Supervision in Few-Shot Learning from Self-Supervised Models. ICASSP 2022: 8597-8601 - [c14]Giovanni Morrone
Low-Latency Speech Separation Guided Diarization for Telephone Conversations. SLT 2022: 641-646 - [i13]Desh Raj
Anchored Speech Recognition with Neural Transducers. CoRR abs/2210.11588 (2022) - [i12]Zili Huang, Desh Raj
Adapting self-supervised models to multi-talker speech recognition using speaker embeddings. CoRR abs/2211.00482 (2022) - [i11]Desh Raj
GPU-accelerated Guided Source Separation for Meeting Transcription. CoRR abs/2212.05271 (2022) - 2021
- [c13]Katerina Zmolíková
Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics. Interspeech 2021: 1464-1468 - [c12]Desh Raj
Reformulating DOVER-Lap Label Mapping as a Graph Partitioning Problem. Interspeech 2021: 2351-2355 - [c11]Matthew Wiesner, Mousmita Sarma, Ashish Arora, Desh Raj
Training Hybrid Models on Noisy Transliterated Transcripts for Code-Switched Speech Recognition. Interspeech 2021: 2906-2910 - [c10]Maokui He, Desh Raj
Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker. Interspeech 2021: 3555-3559 - [c9]Desh Raj
Multi-Class Spectral Clustering with Overlaps for Speaker Diarization. SLT 2021: 582-589 - [c8]Desh Raj
DOVER-Lap: A Method for Combining Overlap-Aware Diarization Outputs. SLT 2021: 881-888 - [c7]Desh Raj
Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis. SLT 2021: 897-904 - [c6]Zhong-Qiu Wang, Hakan Erdogan, Scott Wisdom, Kevin W. Wilson, Desh Raj
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement. SLT 2021: 905-911 - [i10]Shota Horiguchi, Nelson Yalta
The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap. CoRR abs/2102.01363 (2021) - [i9]Desh Raj, Sanjeev Khudanpur:
Reformulating DOVER-Lap Label Mapping as a Graph Partitioning Problem. CoRR abs/2104.01954 (2021) - [i8]Desh Raj, Liang Lu, Zhuo Chen, Yashesh Gaur, Jinyu Li:
Continuous Streaming Multi-Talker ASR with Dual-path Transducers. CoRR abs/2109.08555 (2021) - [i7]Matthew Wiesner, Desh Raj, Sanjeev Khudanpur:
Injecting Text and Cross-lingual Supervision in Few-shot Learning from Self-Supervised Models. CoRR abs/2110.04863 (2021) - 2020
- [i6]Ashish Arora, Desh Raj, Aswin Shanmugam Subramanian, Ke Li, Bar Ben-Yair, Matthew Maciejewski, Piotr Zelasko, Paola García, Shinji Watanabe, Sanjeev Khudanpur:
The JHU Multi-Microphone Multi-Speaker ASR System for the CHiME-6 Challenge. CoRR abs/2006.07898 (2020) - [i5]Desh Raj, Leibny Paola García-Perera, Zili Huang, Shinji Watanabe, Daniel Povey, Andreas Stolcke, Sanjeev Khudanpur:
DOVER-Lap: A Method for Combining Overlap-aware Diarization Outputs. CoRR abs/2011.01997 (2020) - [i4]Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Mao-Kui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey:
Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis. CoRR abs/2011.02014 (2020) - [i3]Desh Raj, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur:
Frustratingly Easy Noise-aware Training of Acoustic Models. CoRR abs/2011.02090 (2020) - [i2]Desh Raj, Zili Huang, Sanjeev Khudanpur:
Multi-class Spectral Clustering with Overlaps for Speaker Diarization. CoRR abs/2011.02900 (2020)
2010 – 2019
- 2019
- [c5]Desh Raj
Probing the Information Encoded in X-Vectors. ASRU 2019: 726-733 - [c4]Ashish Arora, Paola García, Shinji Watanabe
Using ASR Methods for OCR. ICDAR 2019: 663-668 - [i1]Desh Raj, David Snyder, Daniel Povey, Sanjeev Khudanpur:
Probing the Information Encoded in x-vectors. CoRR abs/1909.06351 (2019) - 2018
- [j2]Shakaiba Majeed, Aditya Gupta
Uncertain fuzzy self-organization based clustering: interval type-2 fuzzy approach to adaptive resonance theory. Inf. Sci. 424: 69-90 (2018) - [j1]Desh Raj
Analysis of Data Generated From Multidimensional Type-1 and Type-2 Fuzzy Membership Functions. IEEE Trans. Fuzzy Syst. 26(2): 681-693 (2018) - 2017
- [c3]Desh Raj
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text. CoNLL 2017: 311-321 - [c2]Desh Raj
Principal component analysis approach in selecting type-1 and type-2 fuzzy membership functions for high-dimensional data. IFSA-SCIS 2017: 1-6 - 2016
- [c1]Desh Raj
Visual analysis and representations of type-2 fuzzy membership functions. FUZZ-IEEE 2016: 550-554
Coauthor Index
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last updated on 2024-11-14 21:00 CET by the dblp team
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