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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.
Ranked #4 on
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.
Ranked #4 on
Music Transcription
on MAESTRO
Music Transcription
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.
