publications

2025

1. Interspeech

   Real-Time Audio-Visual Speech Enhancement Using Pre-trained Visual Representations

   T. Aleksandra Ma, Sile Yin, Li-Chia Yang, and 1 more author

   In Interspeech 2025

   Bib PDF Code Website

   @inproceedings{ma25c_interspeech,
     title = {{Real-Time Audio-Visual Speech Enhancement Using Pre-trained Visual Representations}},
     author = {Ma, T. Aleksandra and Yin, Sile and Yang, Li-Chia and Zhang, Shuo},
     year = {2025},
     booktitle = {{Interspeech}},
     pages = {61--65},
     doi = {10.21437/Interspeech.2025-2223},
     issn = {2958-1796}
   }

2. WASPAA

   Real-Time System for Audio-Visual Target Speech Enhancement

   T. Aleksandra Ma, Sile Yin, Li-Chia Yang, and 1 more author

   In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) Demonstrations 2025

   Bib PDF Demo Website

   @inproceedings{ma25c_waspaa,
     title = {{Real-Time System for Audio-Visual Target Speech Enhancement}},
     author = {Ma, T. Aleksandra and Yin, Sile and Yang, Li-Chia and Zhang, Shuo},
     year = {2025},
     booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) Demonstrations}}
   }

3. ECIR

   Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition

   Karn N Watcharasupat, Yiwei Ding, T Aleksandra Ma, and 2 more authors

   In European Conference on Information Retrieval 2025

   Bib PDF

   @inproceedings{watcharasupat2025uncertainty,
     title = {Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition},
     author = {Watcharasupat, Karn N and Ding, Yiwei and Ma, T Aleksandra and Seshadri, Pavan and Lerch, Alexander},
     booktitle = {European Conference on Information Retrieval},
     pages = {218--232},
     year = {2025},
     organization = {Springer}
   }

4. arXiv

   Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction

   Yusong Wu, Stephen Brade, T. Aleksandra Ma, and 6 more authors

   2025

   PDF Code

2024

1. AES

   Music auto-tagging in the long tail: A few-shot approach

   T. Aleksandra Ma, and Alexander Lerch

   In Audio Engineering Society Convention NY 2024 2024

   Bib PDF Code

   @inproceedings{tagging_aes,
     title = {{Music auto-tagging in the long tail: A few-shot approach}},
     author = {Ma, T. Aleksandra and Lerch, Alexander},
     year = {2024},
     booktitle = {{Audio Engineering Society Convention NY 2024}}
   }

2026

1. IUI

   Work Under Review about Agents in Concerts

   Stephen Brade, T. Aleksandra Ma, Lancelot Blanchard, and 3 more authors

   2026