Sarthak Yadav

According to our database, Sarthak Yadav authored at least 16 papers between 2018 and 2025.

Collaborative distances:

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

2025

An overview of neural architectures for self-supervised audio representation learning from masked spectrograms.

Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan

CoRR, September, 2025

AudioMAE++: Learning Better Masked Audio Representations with Swiglu FFNS.

Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

AxLSTMs: learning self-supervised audio representations with xLSTMs.

Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

2024

Audio xLSTMs: Learning Self-supervised audio representations with xLSTMs.

Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan

CoRR, 2024

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations.

Sarthak Yadav, Zheng-Hua Tan

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners.

Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

On Permutation Selectors and their Applications in Ad-Hoc Radio Networks Protocols.

Jordan Kuschner, Yugarshi Shashwat, Sarthak Yadav, Marek Chrobak

Proceedings of the Algorithmics of Wireless Networks - 20th International Symposium, 2024

2023

Masked Autoencoders with Multi-Window Attention Are Better Audio Learners.

Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan

CoRR, 2023

Towards Learning Emotion Information from Short Segments of Speech.

Tilak Purohit, Sarthak Yadav, Bogdan Vlasenko, S. Pavankumar Dubagunta, Mathew Magimai-Doss

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Comparing Biosignal and Acoustic feature Representation for Continuous Emotion Recognition.

Sarthak Yadav, Tilak Purohit, Zohreh Mostaani, Bogdan Vlasenko, Mathew Magimai-Doss

Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

Learning neural audio features without supervision.

Sarthak Yadav, Neil Zeghidour

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

GISE-51: A scalable isolated sound events dataset.

Sarthak Yadav, Mary Ellen Foster

CoRR, 2021

2020

End-to-End Bengali Speech Recognition.

Sayan Mandal, Sarthak Yadav, Atul Rai

CoRR, 2020

Frequency and Temporal Convolutional Attention for Text-Independent Speaker Recognition.

Sarthak Yadav, Atul Rai

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Prediction of Ubiquitination Sites Using UbiNets.

Sarthak Yadav, Manoj Gupta, Ankur Singh Bist

Adv. Fuzzy Syst., 2018

Learning Discriminative Features for Speaker Identification and Verification.

Sarthak Yadav, Atul Rai

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018