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ORCIDSaurabh Kataria
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- affiliation: Penn State, University Park, USA
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2020 – today
- 2024
[j4]Saurabh Kataria
, Jesús Villalba, Laureano Moro-Velázquez, Piotr Zelasko, Najim Dehak:
Time-Domain Speech Super-Resolution With GAN Based Modeling for Telephony Speaker Verification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1736-1749 (2024)- 2023
- [c32]Jesús Villalba, Jonas Borgstrom, Maliha Jahan, Saurabh Kataria, Leibny Paola García, Pedro A. Torres-Carrasquillo, Najim Dehak:
Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22. INTERSPEECH 2023: 521-525 - [c31]Saurabh Kataria, Jesús Villalba, Laureano Moro-Velázquez, Thomas Thebaud, Najim Dehak:
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition. INTERSPEECH 2023: 4688-4692 - 2022
- [c30]Saurabh Kataria, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak:
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification. INTERSPEECH 2022: 615-619 - [c29]Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak:
Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser. INTERSPEECH 2022: 5035-5039 - [c28]Yiwen Shao, Jesús Villalba, Sonal Joshi, Saurabh Kataria, Sanjeev Khudanpur, Najim Dehak:
Chunking Defense for Adversarial Attacks on ASR. INTERSPEECH 2022: 5045-5049 - [c27]Sonal Joshi, Saurabh Kataria, Jesús Villalba, Najim Dehak:
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. INTERSPEECH 2022: 5060-5064 - [c26]Jesús Villalba, Bengt J. Borgstrom, Saurabh Kataria, Magdalena Rybicka, Carlos D. Castillo, Jaejin Cho, L. Paola García-Perera, Pedro A. Torres-Carrasquillo, Najim Dehak:
Advances in Cross-Lingual and Cross-Source Audio-Visual Speaker Recognition: The JHU-MIT System for NIST SRE21. Odyssey 2022: 213-220 - [c25]Jesús Villalba, Bengt J. Borgstrom, Saurabh Kataria, Jaejin Cho, Pedro A. Torres-Carrasquillo, Najim Dehak:
Advances in Speaker Recognition for Multilingual Conversational Telephone Speech: The JHU-MIT System for NIST SRE20 CTS Challenge. Odyssey 2022: 338-345 - [i16]Saurabh Kataria, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak:
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification. CoRR abs/2203.16614 (2022) - [i15]Sonal Joshi, Saurabh Kataria, Jesús Villalba, Najim Dehak:
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. CoRR abs/2204.03848 (2022) - [i14]Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak:
Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser. CoRR abs/2204.03851 (2022) - 2021
- [c24]Saurabh Kataria, Jesús Villalba, Najim Dehak:
Perceptual Loss Based Speech Denoising with an Ensemble of Audio Pattern Recognition and Self-Supervised Models. ICASSP 2021: 7118-7122 - [c23]Saurabh Kataria, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak:
Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification. Interspeech 2021: 1079-1083 - [c22]Saurabh Kataria, Shi-Xiong Zhang, Dong Yu:
Multi-Channel Speaker Verification for Single and Multi-Talker Speech. Interspeech 2021: 4608-4612 - 2020
- [c21]Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, L. Paola García-Perera, Najim Dehak:
Feature Enhancement with Deep Feature Losses for Speaker Verification. ICASSP 2020: 7584-7588 - [c20]Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, L. Paola García-Perera, Najim Dehak:
Unsupervised Feature Enhancement for Speaker Verification. ICASSP 2020: 7599-7603 - [c19]Jesús Antonio Villalba López, Daniel Garcia-Romero, Nanxin Chen, Gregory Sell, Jonas Borgstrom, Alan McCree, Leibny Paola García-Perera, Saurabh Kataria, Phani Sankar Nidadavolu, Pedro Torres-Carrasquiilo, Najim Dehak:
Advances in Speaker Recognition for Telephone and Audio-Visual Data: the JHU-MIT Submission for NIST SRE19. Odyssey 2020: 273-280 - [c18]Leibny Paola García-Perera, Jesús Villalba, Hervé Bredin, Jun Du, Diego Castán, Alejandrina Cristià, Latané Bullock, Ling Guo, Koji Okabe, Phani Sankar Nidadavolu, Saurabh Kataria, Sizhu Chen, Léo Galmant, Marvin Lavechin, Lei Sun, Marie-Philippe Gill, Bar Ben-Yair, Sajjad Abdoli, Xin Wang, Wassim Bouaziz, Hadrien Titeux, Emmanuel Dupoux, Kong Aik Lee, Najim Dehak:
Speaker Detection in the Wild: Lessons Learned from JSALT 2019. Odyssey 2020: 415-422 - [c17]Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Najim Dehak:
Analysis of Deep Feature Loss Based Enhancement for Speaker Verification. Odyssey 2020: 459-466 - [i13]Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Najim Dehak:
Analysis of Deep Feature Loss based Enhancement for Speaker Verification. CoRR abs/2002.00139 (2020) - [i12]Phani Sankar Nidadavolu, Saurabh Kataria, L. Paola García-Perera, Jesús Villalba, Najim Dehak:
Single Channel Far Field Feature Enhancement For Speaker Verification In The Wild. CoRR abs/2005.08331 (2020) - [i11]Saurabh Kataria, Jesús Villalba, Najim Dehak:
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised Models. CoRR abs/2010.11860 (2020)
2010 – 2019
- 2019
- [c16]Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, Najim Dehak:
Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-Gans. ASRU 2019: 710-717 - [i10]Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, Paola García, Najim Dehak:
Feature Enhancement with Deep Feature Losses for Speaker Verification. CoRR abs/1910.11905 (2019) - [i9]Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, Najim Dehak:
Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-GANs. CoRR abs/1910.11909 (2019) - [i8]Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, L. Paola García-Perera, Najim Dehak:
Unsupervised Feature Enhancement for speaker verification. CoRR abs/1910.11915 (2019) - [i7]Paola García, Jesús Villalba, Hervé Bredin, Jun Du, Diego Castán, Alejandrina Cristià, Latané Bullock, Ling Guo, Koji Okabe, Phani Sankar Nidadavolu, Saurabh Kataria, Sizhu Chen, Léo Galmant, Marvin Lavechin, Lei Sun, Marie-Philippe Gill, Bar Ben-Yair, Sajjad Abdoli, Xin Wang, Wassim Bouaziz, Hadrien Titeux, Emmanuel Dupoux, Kong Aik Lee, Najim Dehak:
Speaker detection in the wild: Lessons learned from JSALT 2019. CoRR abs/1912.00938 (2019) - 2017
- [c15]Clément Gaultier, Saurabh Kataria, Antoine Deleforge:
VAST: The Virtual Acoustic Space Traveler Dataset. LVA/ICA 2017: 68-79 - [c14]Saurabh Kataria, Clément Gaultier, Antoine Deleforge:
Hearing in a shoe-box: Binaural source position and wall absorption estimation using virtually supervised learning. ICASSP 2017: 226-230 - [c13]Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao:
Long-Term Memory Networks for Question Answering. SML@IJCAI 2017: 7-14 - [i6]Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao:
Long-Term Memory Networks for Question Answering. CoRR abs/1707.01961 (2017) - 2016
- [i5]Saurabh Kataria:
Recursive Neural Language Architecture for Tag Prediction. CoRR abs/1603.07646 (2016) - [i4]Saurabh Kataria, Clément Gaultier, Antoine Deleforge:
Hearing in a shoe-box : binaural source position and wall absorption estimation using virtually supervised learning. CoRR abs/1609.09747 (2016) - [i3]Clément Gaultier, Saurabh Kataria, Antoine Deleforge:
VAST : The Virtual Acoustic Space Traveler Dataset. CoRR abs/1612.06287 (2016) - 2015
- [j3]Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li:
Recommending Users and Communities in Social Media. ACM Trans. Knowl. Discov. Data 10(2): 17:1-17:27 (2015) - [c12]Arun Parthasarathy, Saurabh Kataria, Lalan Kumar, Rajesh M. Hegde:
Representation and modeling of spherical harmonics manifold for source localization. ICASSP 2015: 26-30 - [c11]Saurabh Kataria, Arvind Agarwal:
Supervised Topic Models for Microblog Classification. ICDM 2015: 793-798 - [c10]Saurabh Kataria, Arvind Agarwal:
Distributed Representations for Content-Based and Personalized Tag Recommendation. ICDM Workshops 2015: 1388-1395 - [e1]Cornelia Caragea, C. Lee Giles, Narayan L. Bhamidipati, Doina Caragea, Sujatha Das Gollapalli, Saurabh Kataria, Huan Liu, Feng Xia:
Scholarly Big Data: AI Perspectives, Challenges, and Ideas, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January, 2015. AAAI Technical Report WS-15-13, AAAI Press 2015 [contents] - 2014
- [i2]Arvind Agarwal, Saurabh Kataria:
Multitask Learning for Sequence Labeling Tasks. CoRR abs/1404.6580 (2014) - 2013
- [c9]Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li:
FRec: a novel framework of recommending users and communities in social media. CIKM 2013: 1765-1770 - 2012
- [c8]Wenyi Huang, Saurabh Kataria, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, Lior Rokach:
Recommending citations: translating papers into references. CIKM 2012: 1910-1914 - 2011
- [c7]Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles:
Context Sensitive Topic Models for Author Influence in Document Networks. IJCAI 2011: 2274-2280 - [c6]Saurabh Kataria, Krishnan S. Kumar, Rajeev Rastogi, Prithviraj Sen, Srinivasan H. Sengamedu:
Entity disambiguation with hierarchical topic models. KDD 2011: 1037-1045 - [c5]Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra:
Classifying Scientific Publications Using Abstract Features. SARA 2011 - 2010
- [c4]Saurabh Kataria, Prasenjit Mitra, Sumit Bhatia:
Utilizing Context in Generative Bayesian Models for Linked Corpus. AAAI 2010: 1340-1345 - [c3]Saurabh Kataria, Luca Marchesotti, Florent Perronnin:
Font retrieval on a large scale: An experimental study. ICIP 2010: 2177-2180
2000 – 2009
- 2009
- [j2]Xiaonan Lu, Saurabh Kataria, William J. Brouwer, James Ze Wang, Prasenjit Mitra, C. Lee Giles:
Automated analysis of images in documents for intelligent document search. Int. J. Document Anal. Recognit. 12(2): 65-81 (2009) - 2008
- [j1]Saurabh Kataria:
On Utilization of Information Extracted from Graph Images in Digital Documents. Bull. IEEE Tech. Comm. Digit. Libr. 4(2) (2008) - [c2]Saurabh Kataria, William Browuer, Prasenjit Mitra, C. Lee Giles:
Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents. AAAI 2008: 1169-1174 - [c1]William Browuer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles:
Segregating and extracting overlapping data points in two-dimensional plots. JCDL 2008: 276-279 - [i1]William J. Brouwer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles:
Automatic Identification and Data Extraction from 2-Dimensional Plots in Digital Documents. CoRR abs/0809.1802 (2008)
Coauthor Index
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