Aswin Sivaraman

According to our database, Aswin Sivaraman authored at least 11 papers between 2018 and 2023.

Collaborative distances:

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

2023

The Potential of Neural Speech Synthesis-Based Data Augmentation for Personalized Speech Enhancement.

Anastasia Kuznetsova, Aswin Sivaraman, Minje Kim

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Efficient Personalized Speech Enhancement Through Self-Supervised Learning.

Aswin Sivaraman, Minje Kim

IEEE J. Sel. Top. Signal Process., 2022

Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training.

Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Self-Supervised Learning for Personalized Speech Enhancement.

Aswin Sivaraman, Minje Kim

CoRR, 2021

Zero-Shot Personalized Speech Enhancement Through Speaker-Informed Model Selection.

Aswin Sivaraman, Minje Kim

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification.

Aswin Sivaraman, Sunwoo Kim, Minje Kim

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Detecting Extraneous Content in Podcasts.

Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Sparse Mixture of Local Experts for Efficient Speech Enhancement.

Aswin Sivaraman, Minje Kim

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances.

Sanna Wager, George Tzanetakis, Cheng-i Wang, Lijiang Guo, Aswin Sivaraman, Minje Kim

CoRR, 2019

2018

A Data-Driven Approach to Smooth Pitch Correction for Singing Voice in Pop Music.

Sanna Wager, Lijiang Guo, Aswin Sivaraman, Minje Kim

CoRR, 2018

On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising.

Kai Zhen, Aswin Sivaraman, Jongmo Sung, Minje Kim

CoRR, 2018