Gaurav Naithani

According to our database, Gaurav Naithani authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Low-Latency Single-Channel Speech Separation with Deep Neural Networks.

Gaurav Naithani

PhD thesis, 2024

Dynamic Processing Neural Network Architecture for Hearing Loss Compensation.

Szymon Drgas, Lars Bramsløw, Archontis Politis, Gaurav Naithani, Tuomas Virtanen

IEEE ACM Trans. Audio Speech Lang. Process., 2024

2022

Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions.

Gaurav Naithani, Kirsi Pietilä, Riitta Niemistö, Erkki Paajanen, Tero Takala, Tuomas Virtanen

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021

Deep Neural Network Based Low-Latency Speech Separation with Asymmetric Analysis-Synthesis Window Pair.

Shanshan Wang, Gaurav Naithani, Archontis Politis, Tuomas Virtanen

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Memory Requirement Reduction of Deep Neural Networks for Field Programmable Gate Arrays Using Low-Bit Quantization of Parameters.

Niccolò Nicodemo, Gaurav Naithani, Konstantinos Drossos, Tuomas Virtanen, Roberto Saletti

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters.

Niccolò Nicodemo, Gaurav Naithani, Konstantinos Drossos, Tuomas Virtanen, Roberto Saletti

CoRR, 2019

Low-latency Deep Clustering for Speech Separation.

Shanshan Wang, Gaurav Naithani, Tuomas Virtanen

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Automatic segmentation of infant cry signals using hidden Markov models.

Gaurav Naithani, Jaana Kivinummi, Tuomas Virtanen, Outi Tammela, Mikko J. Peltola, Jukka M. Leppänen

EURASIP J. Audio Speech Music. Process., 2018

Deep Neural Network Based Speech Separation Optimizing an Objective Estimator of Intelligibility for Low Latency Applications.

Gaurav Naithani, Joonas Nikunen, Lars Bramslow, Tuomas Virtanen

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

2017

Low latency sound source separation using convolutional recurrent neural networks.

Gaurav Naithani, Tom Barker, Giambattista Parascandolo, Lars Bramslow, Niels Henrik Pontoppidan, Tuomas Virtanen

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

2016

Low-latency sound source separation using deep neural networks.

Gaurav Naithani, Giambattista Parascandolo, Tom Barker, Niels Henrik Pontoppidan, Tuomas Virtanen

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016