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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: Miss Mary Pilataki-Manika

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Pilataki M, Mauch M, Dixon S ( 2025 ) . Self-Supervised Representation Learning with a JEPA Framework for Multi-instrument Music Transcription . Conference: 2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 1 - 5 .
Pilataki-Manika M, Buchanan C, Armstrong C ( 2025 ) . Extraction and neural synthesis of low-order spectral components for Head-Related Transfer Functions . Conference: AES International Conference on Artificial Intelligence and Machine Learning for Audio
Pilataki M, Mauch M, Dixon S ( 2024 ) . Pitch-aware generative pretraining improves multi-pitch estimation with scarce data . Conference: Proceedings of the 6th ACM International Conference on Multimedia in Asia1 - 8 .