Recent Submissions

  • A Supervised Classification Approach for Note Tracking in Polyphonic Piano Transcription 

    Valero-Mas, JJ; BENETOS, E; Iñesta, JM (Taylor & Francis (Routledge), 2018-03)
    In the field of Automatic Music Transcription, note tracking systems constitute a key process in the overall success of the task as they compute the expected note-level abstraction out of a frame-based pitch activation ...
  • DMRN+12: Digital Music Research Network Workshop Proceedings 2017 

    KUDUMAKIS, P; SANDLER, M; DMRN+12: Digital Music Research Network Workshop 2017 (Centre for Digital Music, Queen Mary University of London, 2017)
  • Transfer learning for music classification and regression tasks 

    CHOI, K; FAZEKAS, G; SANDLER, M; kyunghyun, C; The 18th International Society of Music Information Retrieval (ISMIR) Conference (International Society of Music Information, 2017)
    In this paper, we present a transfer learning approach for music classification and regression tasks. We propose to use a pre-trained convnet feature, a concatenated feature vector using the activations of feature maps ...
  • Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks 

    YCART, A; BENETOS, E; IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE International Conference on Acoustics, Speech and Signal Processing, 2018)
    Automatic transcription of polyphonic music remains a challenging task in the field of Music Information Retrieval. In this paper, we propose a new method to post-process the output of a multi-pitch detection model using ...
  • A supervised approach for rhythm transcription based on tree series enumeration 

    Ycart, A; Jacquemard, F; Bresson, J; Staworko, S (ICMC 2016 - 42nd International Computer Music Conference, 2018-01)
    We present a rhythm transcription system integrated in the computer-assisted composition environment OpenMusic. Rhythm transcription consists in translating a series of dated events into traditional music notation's pulsed ...
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