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01/30/2023
SingSong: Generating musical accompaniments from singing
We present SingSong, a system that generates instrumental music to accom...
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09/28/2022
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling
Data is the lifeblood of modern machine learning systems, including for ...
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12/17/2021
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling
Musical expression requires control of both what notes are played, and h...
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11/04/2021
MT3: Multi-Task Multitrack Music Transcription
Automatic Music Transcription (AMT), inferring musical notes from raw au...
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07/19/2021
Sequence-to-Sequence Piano Transcription with Transformers
Automatic Music Transcription has seen significant progress in recent ye...
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01/14/2020
DDSP: Differentiable Digital Signal Processing
Most generative models of audio directly generate samples in one of two ...
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02/23/2019
GANSynth: Adversarial Neural Audio Synthesis
Efficient audio synthesis is an inherently difficult machine learning ta...
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10/30/2017
Onsets and Frames: Dual-Objective Piano Transcription
We consider the problem of transcribing polyphonic piano music with an e...
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12/08/2015
