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ORCIDKshitiz Kumar
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2020 – today
- 2023
[i5]Mohammad Soleymanpour, Mahmoud Al Ismail, Fahimeh Bahmaninezhad, Kshitiz Kumar, Jian Wu:
Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss. CoRR abs/2308.06327 (2023)- 2022
- [c31]Daniel Tompkins, Kshitiz Kumar, Jian Wu:
Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, and Pretraining: an Ablation Study. ICASSP 2022: 1016-1020 - [i4]Daniel Tompkins, Kshitiz Kumar, Jian Wu:
Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study. CoRR abs/2202.03514 (2022) - 2021
- [c30]Amit Das, Kshitiz Kumar, Jian Wu:
Multi-Dialect Speech Recognition in English Using Attention on Ensemble of Experts. ICASSP 2021: 6244-6248 - [c29]Amber Afshan, Kshitiz Kumar, Jian Wu:
Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models. Interspeech 2021: 4084-4088 - [i3]Amber Afshan, Kshitiz Kumar, Jian Wu:
Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models. CoRR abs/2107.00099 (2021) - 2020
- [c28]Kshitiz Kumar, Emilian Stoimenov, Hosam Khalil, Jian Wu:
Fast and Slow Acoustic Model. INTERSPEECH 2020: 541-545 - [c27]Kshitiz Kumar, Bo Ren, Yifan Gong, Jian Wu:
Bandpass Noise Generation and Augmentation for Unified ASR. INTERSPEECH 2020: 1683-1687 - [c26]Kshitiz Kumar, Chaojun Liu, Yifan Gong, Jian Wu:
1-D Row-Convolution LSTM: Fast Streaming ASR at Accuracy Parity with LC-BLSTM. INTERSPEECH 2020: 2107-2111 - [c25]Vikas Joshi, Rui Zhao, Rupesh R. Mehta, Kshitiz Kumar, Jinyu Li
:
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System. INTERSPEECH 2020: 2152-2156 - [i2]Vikas Joshi, Rui Zhao, Rupesh R. Mehta, Kshitiz Kumar, Jinyu Li:
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System. CoRR abs/2008.05086 (2020)
2010 – 2019
- 2019
- [c24]Kshitiz Kumar, Tasos Anastasakos, Yifan Gong:
Word Characters and Phone Pronunciation Embedding for ASR Confidence Classifier. ICASSP 2019: 2712-2716 - [c23]Kshitiz Kumar, Yifan Gong:
Static and Dynamic State Predictions for Acoustic Model Combination. ICASSP 2019: 2782-2786 - [i1]Ke Li, Jinyu Li, Yong Zhao, Kshitiz Kumar, Yifan Gong:
Speaker Adaptation for End-to-End CTC Models. CoRR abs/1901.01239 (2019) - 2018
- [c22]Xinhui Zhou, Chiman Kwan, Bulent Ayhan, Chanwoo Kim, Kshitiz Kumar, Richard M. Stern:
A Comparative Study of Spatial Speech Separation Techniques to Improve Speech Recognition. ISNN 2018: 494-502 - [c21]Ke Li, Jinyu Li, Yong Zhao, Kshitiz Kumar, Yifan Gong:
Speaker Adaptation for End-to-End CTC Models. SLT 2018: 542-549 - 2017
- [c20]Yong Zhao, Jinyu Li, Kshitiz Kumar, Yifan Gong:
Extended low-rank plus diagonal adaptation for deep and recurrent neural networks. ICASSP 2017: 5040-5044 - [p1]Yifan Gong, Yan Huang, Kshitiz Kumar, Jinyu Li, Chaojun Liu, Guoli Ye, Shi-Xiong Zhang, Yong Zhao, Rui Zhao:
Challenges in and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft. New Era for Robust Speech Recognition, Exploiting Deep Learning 2017: 401-417 - 2016
- [c19]Chaojun Liu, Yongqiang Wang, Kshitiz Kumar, Yifan Gong:
Investigations on speaker adaptation of LSTM RNN models for speech recognition. ICASSP 2016: 5020-5024 - [c18]Kshitiz Kumar, Chaojun Liu, Yifan Gong:
Non-negative intermediate-layer DNN adaptation for a 10-KB speaker adaptation profile. ICASSP 2016: 5285-5289 - 2015
- [c17]Kshitiz Kumar, Ziad Al Bawab, Yong Zhao, Chaojun Liu, Benoît Dumoulin, Yifan Gong:
Confidence-features and confidence-scores for ASR applications in arbitration and DNN speaker adaptation. INTERSPEECH 2015: 702-706 - [c16]Kshitiz Kumar, Chaojun Liu, Kaisheng Yao, Yifan Gong:
Intermediate-layer DNN adaptation for offline and session-based iterative speaker adaptation. INTERSPEECH 2015: 1091-1095 - [c15]Kshitiz Kumar, Chaojun Liu, Yifan Gong:
Delta-melspectra features for noise robustness to DNN-based ASR systems. INTERSPEECH 2015: 2445-2448 - 2014
- [c14]Kshitiz Kumar, Chaojun Liu, Yifan Gong:
Normalization of ASR confidence classifier scores via confidence mapping. INTERSPEECH 2014: 1199-1203 - 2013
- [c13]Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng:
Predicting speech recognition confidence using deep learning with word identity and score features. ICASSP 2013: 7413-7417 - 2011
- [b1]Kshitiz Kumar:
A Spectro-Temporal Framework for Compensation of Reverberation for Speech Recognition. Carnegie Mellon University, USA, 2011 - [c12]Kshitiz Kumar, Rita Singh, Bhiksha Raj, Richard M. Stern:
Gammatone sub-band magnitude-domain dereverberation for ASR. ICASSP 2011: 4604-4607 - [c11]Kshitiz Kumar, Chanwoo Kim, Richard M. Stern:
Delta-spectral cepstral coefficients for robust speech recognition. ICASSP 2011: 4784-4787 - [c10]Chanwoo Kim, Kshitiz Kumar, Richard M. Stern:
Binaural sound source separation motivated by auditory processing. ICASSP 2011: 5072-5075 - [c9]Kshitiz Kumar, Bhiksha Raj, Rita Singh, Richard M. Stern:
An iterative least-squares technique for dereverberation. ICASSP 2011: 5488-5491 - 2010
- [c8]Kshitiz Kumar, Richard M. Stern:
Maximum-likelihood-based cepstral inverse filtering for blind speech dereverberation. ICASSP 2010: 4282-4285
2000 – 2009
- 2009
- [c7]Chanwoo Kim, Kshitiz Kumar, Richard M. Stern:
Robust speech recognition using a Small Power Boosting algorithm. ASRU 2009: 243-248 - [c6]Kshitiz Kumar, Jirí Navrátil, Etienne Marcheret, Vit Libal, Ganesh N. Ramaswamy, Gerasimos Potamianos:
Audio-visual speech synchronization detection using a bimodal linear prediction model. CVPR Workshops 2009: 53-59 - [c5]Kshitiz Kumar, Jirí Navrátil, Etienne Marcheret, Vit Libal, Gerasimos Potamianos:
Robust audio-visual speech synchrony detection by generalized bimodal linear prediction. INTERSPEECH 2009: 2251-2254 - [c4]Chanwoo Kim, Kshitiz Kumar, Bhiksha Raj, Richard M. Stern:
Signal separation for robust speech recognition based on phase difference information obtained in the frequency domain. INTERSPEECH 2009: 2495-2498 - 2008
- [c3]Kshitiz Kumar, Qi Wu, Yiming Wang, Marios Savvides:
Noise robust speaker identification using Bhattacharyya distance in adapted Gaussian models space. EUSIPCO 2008: 1-4 - [c2]Kshitiz Kumar, Richard M. Stern:
Environment-invariant compensation for reverberation using linear post-filtering for minimum distortion. ICASSP 2008: 4121-4124 - 2007
- [c1]Kshitiz Kumar, Tsuhan Chen, Richard M. Stern:
Profile View Lip Reading. ICASSP (4) 2007: 429-432
Coauthor Index
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