Profile View Lip Reading. - Kshitiz Kumar; Tsuhan Chen; Richard M. Stern (ICASSP (4), 2007)

Noise robust speaker identification using Bhattacharyya distance in adapted Gaussian models space. - Kshitiz Kumar; Qi Wu 014; Yiming Wang; Marios Savvides (EUSIPCO, 2008)

Environment-invariant compensation for reverberation using linear post-filtering for minimum distortion. - Kshitiz Kumar; Richard M. Stern (ICASSP, 2008)

Robust speech recognition using a Small Power Boosting algorithm. - Chanwoo Kim 001; Kshitiz Kumar; Richard M. Stern (ASRU, 2009)

Audio-visual speech synchronization detection using a bimodal linear prediction model. - Kshitiz Kumar; Jirí Navrátil 001; Etienne Marcheret; Vit Libal; Ganesh N. Ramaswamy; Gerasimos Potamianos (CVPR Workshops, 2009)

Signal separation for robust speech recognition based on phase difference information obtained in the frequency domain. - Chanwoo Kim 001; Kshitiz Kumar; Bhiksha Raj; Richard M. Stern (INTERSPEECH, 2009)

Robust audio-visual speech synchrony detection by generalized bimodal linear prediction. - Kshitiz Kumar; Jirí Navrátil 001; Etienne Marcheret; Vit Libal; Gerasimos Potamianos (INTERSPEECH, 2009)

Maximum-likelihood-based cepstral inverse filtering for blind speech dereverberation. - Kshitiz Kumar; Richard M. Stern (ICASSP, 2010)

Binaural sound source separation motivated by auditory processing. - Chanwoo Kim 001; Kshitiz Kumar; Richard M. Stern (ICASSP, 2011)

Delta-spectral cepstral coefficients for robust speech recognition. - Kshitiz Kumar; Chanwoo Kim 001; Richard M. Stern (ICASSP, 2011)

An iterative least-squares technique for dereverberation. - Kshitiz Kumar; Bhiksha Raj; Rita Singh; Richard M. Stern (ICASSP, 2011)

Gammatone sub-band magnitude-domain dereverberation for ASR. - Kshitiz Kumar; Rita Singh; Bhiksha Raj; Richard M. Stern (ICASSP, 2011)

A Spectro-Temporal Framework for Compensation of Reverberation for Speech Recognition. - Kshitiz Kumar (2011)

Predicting speech recognition confidence using deep learning with word identity and score features. - Po-Sen Huang; Kshitiz Kumar; Chaojun Liu; Yifan Gong 001; Li Deng 001 (ICASSP, 2013)

Normalization of ASR confidence classifier scores via confidence mapping. - Kshitiz Kumar; Chaojun Liu; Yifan Gong 001 (INTERSPEECH, 2014)

Confidence-features and confidence-scores for ASR applications in arbitration and DNN speaker adaptation. - Kshitiz Kumar; Ziad Al Bawab; Yong Zhao 008; Chaojun Liu; Benoît Dumoulin; Yifan Gong 001 (INTERSPEECH, 2015)

Delta-melspectra features for noise robustness to DNN-based ASR systems. - Kshitiz Kumar; Chaojun Liu; Yifan Gong 001 (INTERSPEECH, 2015)

Intermediate-layer DNN adaptation for offline and session-based iterative speaker adaptation. - Kshitiz Kumar; Chaojun Liu; Kaisheng Yao; Yifan Gong 001 (INTERSPEECH, 2015)

Non-negative intermediate-layer DNN adaptation for a 10-KB speaker adaptation profile. - Kshitiz Kumar; Chaojun Liu; Yifan Gong 001 (ICASSP, 2016)

Investigations on speaker adaptation of LSTM RNN models for speech recognition. - Chaojun Liu; Yongqiang Wang; Kshitiz Kumar; Yifan Gong 001 (ICASSP, 2016)

Challenges in and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft. - Yifan Gong 001; Yan Huang 028; Kshitiz Kumar; Jinyu Li 001; Chaojun Liu; Guoli Ye; Shi-Xiong Zhang 001; Yong Zhao 008; Rui Zhao 017 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Extended low-rank plus diagonal adaptation for deep and recurrent neural networks. - Yong Zhao 008; Jinyu Li 001; Kshitiz Kumar; Yifan Gong 001 (ICASSP, 2017)

A Comparative Study of Spatial Speech Separation Techniques to Improve Speech Recognition. - Xinhui Zhou; Chiman Kwan; Bulent Ayhan; Chanwoo Kim 001; Kshitiz Kumar; Richard M. Stern (ISNN, 2018)

Speaker Adaptation for End-to-End CTC Models. - Ke Li; Jinyu Li 001; Yong Zhao 008; Kshitiz Kumar; Yifan Gong 001 (SLT, 2018)

Word Characters and Phone Pronunciation Embedding for ASR Confidence Classifier. - Kshitiz Kumar; Tasos Anastasakos; Yifan Gong 001 (ICASSP, 2019)

Static and Dynamic State Predictions for Acoustic Model Combination. - Kshitiz Kumar; Yifan Gong 001 (ICASSP, 2019)

Transfer Learning Approaches for Streaming End-to-End Speech Recognition System. - Vikas Joshi; Rui Zhao 017; Rupesh R. Mehta; Kshitiz Kumar; Jinyu Li 001 (INTERSPEECH, 2020)

1-D Row-Convolution LSTM: Fast Streaming ASR at Accuracy Parity with LC-BLSTM. - Kshitiz Kumar; Chaojun Liu; Yifan Gong 001; Jian Wu 027 (INTERSPEECH, 2020)

Bandpass Noise Generation and Augmentation for Unified ASR. - Kshitiz Kumar; Bo Ren; Yifan Gong 001; Jian Wu 027 (INTERSPEECH, 2020)

Fast and Slow Acoustic Model. - Kshitiz Kumar; Emilian Stoimenov; Hosam Khalil; Jian Wu 027 (INTERSPEECH, 2020)

Multi-Dialect Speech Recognition in English Using Attention on Ensemble of Experts. - Amit Das 007; Kshitiz Kumar; Jian Wu 027 (ICASSP, 2021)

Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models. - Amber Afshan; Kshitiz Kumar; Jian Wu 027 (Interspeech, 2021)

Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, and Pretraining: an Ablation Study. - Daniel Tompkins; Kshitiz Kumar; Jian Wu 027 (ICASSP, 2022)

Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss. - Mohammad Soleymanpour; Mahmoud Al Ismail; Fahimeh Bahmaninezhad; Kshitiz Kumar; Jian Wu 027 (CoRR, 2023)

Towards Real-Time Traffic Sign Recognition in Diverse Weather Conditions Through Adaptive Feature Learning. - Kshitiz Kumar; D. Santhosh Reddy; P. Rajalakshmi (ITSC, 2024)

3D YOLO-SM: End-to-End Approach for Real-time Traffic Light Detection and Recognition in Complex Scenarios. - Kshitiz Kumar; D. Santhosh Reddy; P. Rajalakshmi (VTC Fall, 2024)