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Found 6 papers, 3 papers with code
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training
Jointist consists of an instrument recognition module that conditions the other two modules: a transcription module that outputs instrument-specific piano rolls, and a source separation module that utilizes instrument information and transcription results.
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications
However, its novelty necessitates a new perspective on how to evaluate such a model.
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Music Transcription
on Slakh2100
Audiovisual Singing Voice Separation
Separating a song into vocal and accompaniment components is an active research topic, and recent years witnessed an increased performance from supervised training using deep learning techniques.
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music
In this article, we create a GiantMIDI-Piano (GP) dataset containing 38, 700, 838 transcribed notes and 10, 855 unique solo piano works composed by 2, 786 composers.
High-resolution Piano Transcription with Pedals by Regressing Onset and Offset Times
In addition, previous AMT systems are sensitive to the misaligned onset and offset labels of audio recordings.
Sound Audio and Speech Processing
Audio-Visual Event Localization in Unconstrained Videos
In this paper, we introduce a novel problem of audio-visual event localization in unconstrained videos.
