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Found 6 papers, 2 papers with code
Long-form music generation with latent diffusion
Audio-based generative models for music have seen great strides recently, but so far have not managed to produce full-length music tracks with coherent musical structure.
Fast Timing-Conditioned Latent Audio Diffusion
Generating long-form 44. 1kHz stereo audio from text prompts can be computationally demanding.
ProgGP: From GuitarPro Tablature Neural Generation To Progressive Metal Production
Recent work in the field of symbolic music generation has shown value in using a tokenization based on the GuitarPro format, a symbolic representation supporting guitar expressive attributes, as an input and output representation.
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
We trained a BERT model for downstream genre classification and used it to assess the results obtained with the genre-CTRL model.
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models
In this work, we present DadaGP, a new symbolic music dataset comprising 26, 181 song scores in the GuitarPro format covering 739 musical genres, along with an accompanying tokenized format well-suited for generative sequence models such as the Transformer.
Generating Albums with SampleRNN to Imitate Metal, Rock, and Punk Bands
This early example of neural synthesis is a proof-of-concept for how machine learning can drive new types of music software.
Sound Audio and Speech Processing
