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Audio, Music, and AI Lab at SUTD's Projects

ai-audio-datasets-list icon ai-audio-datasets-list

This is a list of datasets consisting of speech, music, and sound effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications. It is mainly used for speech recognition, speech synthesis, singing voice synthesis, music information retrieval, music generation, etc.

awesome-mer icon awesome-mer

A curated list of Datasets, Models and Papers for Music Emotion Recognition (MER)

cm-hrnn icon cm-hrnn

Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure

datasets_emotion icon datasets_emotion

This repository collects information about different data sets for Music Emotion Recognition.

demucs_lightning icon demucs_lightning

Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

diffroll icon diffroll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

iamm icon iamm

An exploration of how generative text-to-music AI models can be used for emotion guidance

leadsheetgen_valence icon leadsheetgen_valence

A novel seq2seq framework where high-level musicalities (such us the valence of the chord progression) are fed to the Encoder, and they are "translated" to lead sheet events in the Decoder. For further details please read and cite our paper:

midicaps icon midicaps

A large-scale dataset of caption-annotated MIDI files.

music-fader-nets icon music-fader-nets

Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".

mustango icon mustango

Mustango: Toward Controllable Text-to-Music Generation

muvi icon muvi

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information on affective responses

nnaudio icon nnaudio

Audio processing by using pytorch 1D convolution network

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