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06/14/2023
Anticipatory Music Transformer
We introduce anticipation: a method for constructing a controllable gene...
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05/11/2023
V2Meow: Meowing to the Visual Beat via Music Generation
Generating high quality music that complements the visual content of a v...
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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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12/13/2022
Redefining Relationships in Music
AI tools increasingly shape how we discover, make and experience music. ...
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12/04/2022
Melody transcription via generative pre-training
Despite the central role that melody plays in music perception, it remai...
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02/20/2022
It's Raw! Audio Generation with State-Space Models
Developing architectures suitable for modeling raw audio is a challengin...
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07/13/2021
Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music
Modern keyboards allow a musician to play multiple instruments at the sa...
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07/12/2021
Codified audio language modeling learns useful representations for music information retrieval
We demonstrate that language models pre-trained on codified (discretely-...
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06/08/2021
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality
We release a new benchmark for lexical substitution, the task of finding...
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05/11/2020
Enabling Language Models to Fill in the Blanks
We present a simple approach for text infilling, the task of predicting ...
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07/10/2019
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training
We are interested in the task of generating multi-instrumental music sco...
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04/16/2019
Expediting TTS Synthesis with Adversarial Vocoding
Recent approaches in text-to-speech (TTS) synthesis employ neural networ...
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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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10/11/2018
Piano Genie
We present Piano Genie, an intelligent controller which allows non-music...
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06/12/2018
The NES Music Database: A multi-instrumental dataset with expressive performance attributes
Existing research on music generation focuses on composition, but often ...
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02/12/2018
Synthesizing Audio with Generative Adversarial Networks
While Generative Adversarial Networks (GANs) have seen wide success at t...
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11/15/2017
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition
We investigate the effectiveness of generative adversarial networks (GAN...
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05/22/2017
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
We propose a new algorithm for training generative adversarial networks ...
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03/20/2017