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@AMAAI-Lab Audio, Music, and AI Lab at SUTD

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    38 repositories

    • awesome-MER

      Public
      A curated list of Datasets, Models and Papers for Music Emotion Recognition (MER)
      0•9•0•0•Updated Sep 25, 2024Sep 25, 2024

    • megamusicaps

      Public
      Python
      •
      MIT License
      •0•2•0•1•Updated Sep 4, 2024Sep 4, 2024

    • Audio-Music-AI-Research-Resources

      Public
      0•1•0•0•Updated Sep 3, 2024Sep 3, 2024

    • IAMM

      Public
      An exploration of how generative text-to-music AI models can be used for emotion guidance
      0•0•0•0•Updated Jul 31, 2024Jul 31, 2024

    • Video2Music

      Public
      Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model
      aideep-learningmusic-generationaffective-computingmultimodal
      Python
      •
      MIT License
      •21•141•1•0•Updated Jul 30, 2024Jul 30, 2024

    • mustango

      Public
      Mustango: Toward Controllable Text-to-Music Generation
      diffusion-modelstext-to-audiotext-to-musiclarge-language-models
      Python
      •
      MIT License
      •28•332•5•0•Updated Jul 24, 2024Jul 24, 2024

    • MidiCaps

      Public
      A large-scale dataset of caption-annotated MIDI files.
      Python
      •
      MIT License
      •1•45•1•0•Updated Jul 23, 2024Jul 23, 2024

    • DisfluencySpeech

      Public
      Resources for DisfluencySpeech
      MIT License
      •0•5•0•0•Updated Jul 15, 2024Jul 15, 2024

    • Accented-TTS-MLVAE-ADV

      Public
      Python
      •0•6•0•0•Updated Jun 5, 2024Jun 5, 2024

    • CVAE-Tacotron

      Public
      Conditional VAE for Accented Speech Generation
      HTML
      •6•1•0•0•Updated Jun 4, 2024Jun 4, 2024

    • CM-HRNN

      Public
      Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
      Python
      •2•0•0•0•Updated May 31, 2024May 31, 2024

    • emotionweb

      Public
      Website emotion guidance
      JavaScript
      •0•0•0•0•Updated Mar 14, 2024Mar 14, 2024

    • genmusic_demo_list

      Public
      a list of demo websites for automatic music generation research
      41•1•0•0•Updated Nov 15, 2023Nov 15, 2023

    • ai-audio-datasets-list

      Public
      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.
      MIT License
      •33•1•0•0•Updated Oct 31, 2023Oct 31, 2023

    • kylo-ren-app

      Public
      Web interface for AI music generation models
      JavaScript
      •2•0•0•0•Updated Oct 19, 2023Oct 19, 2023

    • PreBit

      Public
      This is the repo accompanying the paper: "A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin"
      Jupyter Notebook
      •4•5•0•0•Updated Oct 19, 2023Oct 19, 2023

    • singapore-music-classifier

      Public
      Code for paper A dataset and classification model for Malay, Hindi, Tamil and Chinese music
      musicclassificationsingaporeismir
      Jupyter Notebook
      •0•1•0•0•Updated Oct 19, 2023Oct 19, 2023

    • FundamentalMusicEmbedding

      Public
      Fundamental Music Embedding, FME
      Python
      •7•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • MuVi

      Public
      Predicting emotion from music videos: exploring the relative contribution of visual and auditory information on affective responses
      Python
      •0•16•0•0•Updated Oct 3, 2023Oct 3, 2023

    • nnAudio

      Public
      Audio processing by using pytorch 1D convolution network
      Python
      •
      MIT License
      •89•0•0•0•Updated Sep 4, 2023Sep 4, 2023

    • ReconVAT

      Public
      ReconVAT: a semi-supervised automatic music transcription (AMT) model
      Python
      •4•0•0•0•Updated Aug 29, 2023Aug 29, 2023

    • AudioLoader

      Public
      PyTorch Dataset for Speech and Music audio
      Python
      •12•0•0•0•Updated Aug 18, 2023Aug 18, 2023

    • Jointist

      Public
      Official Implementation of Jointist
      Python
      •2•0•0•0•Updated Jul 26, 2023Jul 26, 2023

    • demucs_lightning

      Public
      Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features
      Python
      •10•0•0•0•Updated May 3, 2023May 3, 2023

    • DiffRoll

      Public
      PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model
      Jupyter Notebook
      •
      MIT License
      •11•0•0•0•Updated Apr 24, 2023Apr 24, 2023

    • IJCNN2020_music_emotion

      Public
      Regression-based Music Emotion Prediction using Triplet Neural Networks
      Jupyter Notebook
      •5•0•0•0•Updated Mar 24, 2023Mar 24, 2023

    • LeadSheetGen_Valence

      Public
      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:
      Python
      •4•0•0•1•Updated Jan 4, 2023Jan 4, 2023

    • Conditional-Drums-Generation-using-Compound-Word-Representations

      Public
      Conditional Drums Generation using Compound Word Representations
      Python
      •3•0•0•0•Updated Jul 29, 2022Jul 29, 2022

    • MusIAC

      Public
      music inpainting control
      Jupyter Notebook
      •1•0•0•0•Updated Feb 8, 2022Feb 8, 2022

    • AMAAI-guidebook

      Public
      TeX
      •1•0•0•0•Updated Jan 21, 2022Jan 21, 2022