Karan Nathwani
Orcid: 0000-0002-0678-2328
According to our database1,
Karan Nathwani
authored at least 49 papers
between 2012 and 2024.
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Bibliography
2024
Exploiting Compress Sensing in Training of Deep Neural Network for Self-Noise Cancellation in Underwater Acoustics.
J. Signal Process. Syst., November, 2024
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
Exploiting Wavelet Scattering Transform and 1D-CNN for Unmanned Aerial Vehicle Detection.
IEEE Signal Process. Lett., 2024
Proceedings of the International Conference on Signal Processing and Communications, 2024
Exploiting Combination of Spectral Features in Light Weight Neural Network for ABE on Limited Data.
Proceedings of the 7th International Conference on Signal Processing and Information Security, 2024
2023
Exploiting Sparse Recovery Algorithms for Semi-Supervised Training of Deep Neural Networks for Direction-of-Arrival Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Near-end Intelligibility Improvement Through Voice Transformation in Transfer Learning Framework.
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023
Improved Multi-Modal Emotion Recognition Using Squeeze-and-Excitation Block in Cross-Modal Attention.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
2022
J. Signal Process. Syst., December, 2022
Nonintrusive Perceptual Audio Quality Assessment for User-Generated Content Using Deep Learning.
IEEE Trans. Ind. Informatics, 2022
Significance of group delay spectrum in re-weighted sparse recovery algorithms for DOA estimation.
Digit. Signal Process., 2022
Optimal Near-End Speech Intelligibility Improvement Using CLPSO-Based Voice Transformation in Realistic Noisy Environments.
Circuits Syst. Signal Process., 2022
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022
Transformer-based quality assessment model for generalized user-generated multimedia audio content.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
2021
Using Deep Learning Techniques and Inferential Speech Statistics for AI Synthesised Speech Recognition.
CoRR, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Group Delay Based Re-Weighted Sparse Recovery Algorithms for Robust and High-Resolution Source Separation in DOA Framework.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021
Impact of Microphone position Measurement Error on Multi Channel Distant Speech Recognition & Intelligibility.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021
2020
Three-Dimensional Underwater Acoustic Source Localization by Sparse Signal Reconstruction Techniques.
Proceedings of the International Conference on Signal Processing and Communications, 2020
Effect of Microphone Position Measurement Error on RIR and its Impact on Speech Intelligibility and Quality.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
2019
Intelligibility Improvement using Kalman Filtering & EM Approach in Formant Shifting Framework.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
A Complex Matrix Factorization Approach to Joint Modeling of Magnitude and Phase for Source Separation.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
Excitation Source and Vocal Tract System Based Acoustic Features for Detection of Nasals in Continuous Speech.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
2018
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR.
IEEE Signal Process. Lett., 2018
Joint Acoustic Echo and Noise Cancellation Using Spectral Domain Kalman Filtering in Double-Talk Scenario.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
LSTM Based Attentive Fusion of Spectral and Prosodic Information for Keyword Spotting in Hindi Language.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
2017
Speech Commun., 2017
An extended experimental investigation of DNN uncertainty propagation for noise robust ASR.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Speech Commun., 2015
Joint source separation and dereverberation using constrained spectral divergence optimization.
Signal Process., 2015
Circuits Syst. Signal Process., 2015
2014
An Adaptive Non Reference Anchor Array Framework for Audio Retrieval in Teleconferencing Environment.
J. Signal Process. Syst., 2014
Multi channel speech dereverberation using LP residual cepstrum in an adaptive beamforming framework.
Proceedings of the Twentieth National Conference on Communications, 2014
Proceedings of the Twentieth National Conference on Communications, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Acoustic echo and noise cancellation using Kalman filter in a modified GSC framework.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Group Delay Based Methods for Speaker Segregation and its Application in Multimedia Information Retrieval.
IEEE Trans. Multim., 2013
Joint noise cancellation and dereverberation using multi-channel linearly constrained minimum variance filter.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012
Joint adaptive beamforming and echo cancellation using a non reference anchor array framework.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012