On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising. - Kai Zhen; Aswin Sivaraman; Jongmo Sung; Minje Kim (CoRR, 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)

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)

Sparse Mixture of Local Experts for Efficient Speech Enhancement. - Aswin Sivaraman; Minje Kim (INTERSPEECH, 2020)

Detecting Extraneous Content in Podcasts. - Sravana Reddy; Yongze Yu; Aasish Pappu; Aswin Sivaraman; Rezvaneh Rezapour; Rosie Jones (EACL, 2021)

Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification. - Aswin Sivaraman; Sunwoo Kim 003; Minje Kim (Interspeech, 2021)

Zero-Shot Personalized Speech Enhancement Through Speaker-Informed Model Selection. - Aswin Sivaraman; Minje Kim (WASPAA, 2021)

Self-Supervised Learning for Personalized Speech Enhancement. - Aswin Sivaraman; Minje Kim (CoRR, 2021)

Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training. - Aswin Sivaraman; Scott Wisdom; Hakan Erdogan; John R. Hershey (ICASSP, 2022)

Efficient Personalized Speech Enhancement Through Self-Supervised Learning. - Aswin Sivaraman; Minje Kim (IEEE J. Sel. Top. Signal Process., 2022)

The Potential of Neural Speech Synthesis-Based Data Augmentation for Personalized Speech Enhancement. - Anastasia Kuznetsova; Aswin Sivaraman; Minje Kim (ICASSP, 2023)

Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. - Shruti Palaskar; Ognjen Rudovic; Sameer Dharur; Florian Pesce; Gautam Krishna; Aswin Sivaraman; Jack Berkowitz; Ahmed Hussen Abdelaziz; Saurabh Adya; Ahmed H. Tewfik (INTERSPEECH, 2024)

Prevailing Research Areas for Music AI in the Era of Foundation Models. - Megan Wei; Mateusz Modrzejewski; Aswin Sivaraman; Dorien Herremans (CoRR, 2024)