Aswin Sivaraman

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Speech Enhancement

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Shruti Palaskar, Oggi Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. CoRR (2024)
Anastasia Kuznetsova, Aswin Sivaraman, Minje Kim
The Potential of Neural Speech Synthesis-Based Data Augmentation for Personalized Speech Enhancement. ICASSP (2023)
Anastasia Kuznetsova, Aswin Sivaraman, Minje Kim
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement. CoRR (2022)
Aswin Sivaraman, Minje Kim
Efficient Personalized Speech Enhancement Through Self-Supervised Learning. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training. ICASSP (2022)
Aswin Sivaraman, Minje Kim
Self-Supervised Learning for Personalized Speech Enhancement. CoRR (2021)
Aswin Sivaraman, Minje Kim
Zero-Shot Personalized Speech Enhancement Through Speaker-Informed Model Selection. WASPAA (2021)
Aswin Sivaraman, Minje Kim
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection. CoRR (2021)
Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones
Detecting Extraneous Content in Podcasts. CoRR (2021)
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training. CoRR (2021)
Aswin Sivaraman, Sunwoo Kim, Minje Kim
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification. Interspeech (2021)
Aswin Sivaraman, Sunwoo Kim, Minje Kim
Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification. CoRR (2021)
Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones
Detecting Extraneous Content in Podcasts. EACL (2021)
Aswin Sivaraman, Minje Kim
Self-Supervised Learning from Contrastive Mixtures for Personalized Speech Enhancement. CoRR (2020)
Aswin Sivaraman, Minje Kim
Sparse Mixture of Local Experts for Efficient Speech Enhancement. CoRR (2020)
Aswin Sivaraman, Minje Kim
Sparse Mixture of Local Experts for Efficient Speech Enhancement. INTERSPEECH (2020)
Sanna Wager, George Tzanetakis, Cheng-i Wang, Lijiang Guo, Aswin Sivaraman, Minje Kim
Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances. CoRR (2019)
Sanna Wager, Lijiang Guo, Aswin Sivaraman, Minje Kim
A Data-Driven Approach to Smooth Pitch Correction for Singing Voice in Pop Music. CoRR (2018)
Kai Zhen, Aswin Sivaraman, Jongmo Sung, Minje Kim
On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising. CoRR (2018)