Aswin Sivaraman

20 papers A 4Misc 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2024 A conf
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection.
INTERSPEECH
Shruti Palaskar, Ognjen Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024 J jnl
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection.
CoRR
Shruti Palaskar, Oggi Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024 J jnl
Prevailing Research Areas for Music AI in the Era of Foundation Models.
CoRR
Megan Wei, Mateusz Modrzejewski, Aswin Sivaraman, Dorien Herremans
2023 Misc conf
The Potential of Neural Speech Synthesis-Based Data Augmentation for Personalized Speech Enhancement.
ICASSP
Anastasia Kuznetsova, Aswin Sivaraman, Minje Kim
2022 Misc conf
Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training.
ICASSP
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
2022 J jnl
Efficient Personalized Speech Enhancement Through Self-Supervised Learning.
IEEE J. Sel. Top. Signal Process.
Aswin Sivaraman, Minje Kim
2022 J jnl
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement.
CoRR
Anastasia Kuznetsova, Aswin Sivaraman, Minje Kim
2021 J jnl
Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training.
CoRR
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
2021 A conf
Detecting Extraneous Content in Podcasts.
EACL
Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones
2021 J jnl
Detecting Extraneous Content in Podcasts.
CoRR
Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones
2021 A conf
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification.
Interspeech
Aswin Sivaraman, Sunwoo Kim, Minje Kim
2021 J jnl
Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification.
CoRR
Aswin Sivaraman, Sunwoo Kim, Minje Kim
2021 J jnl
Self-Supervised Learning for Personalized Speech Enhancement.
CoRR
Aswin Sivaraman, Minje Kim
2021 — conf
Zero-Shot Personalized Speech Enhancement Through Speaker-Informed Model Selection.
WASPAA
Aswin Sivaraman, Minje Kim
2021 J jnl
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection.
CoRR
Aswin Sivaraman, Minje Kim
2020 A conf
Sparse Mixture of Local Experts for Efficient Speech Enhancement.
INTERSPEECH
Aswin Sivaraman, Minje Kim
2020 J jnl
Sparse Mixture of Local Experts for Efficient Speech Enhancement.
CoRR
Aswin Sivaraman, Minje Kim
2019 J jnl
Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances.
CoRR
Sanna Wager, George Tzanetakis, Cheng-i Wang, Lijiang Guo, Aswin Sivaraman, Minje Kim
2018 J jnl
A Data-Driven Approach to Smooth Pitch Correction for Singing Voice in Pop Music.
CoRR
Sanna Wager, Lijiang Guo, Aswin Sivaraman, Minje Kim
2018 J jnl
On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising.
CoRR
Kai Zhen, Aswin Sivaraman, Jongmo Sung, Minje Kim