Seungheon Doh

lp-music-caps. LP-MusicCaps: LLM-Based Pseudo Music Captioning [ISMIR23]

audio-lyrics-emotion-recognition. (Unofficial) Pytorch Implementation of Music Mood Detection Based On Audio And Lyrics With Deep Neural Net

music-text-representation. Toward Universal Text-to-Music-Retrieval (TTMR) [ICASSP23]

EMOPIA_cls. MIDI, WAV domain music emotion recognition [ISMIR 2021]

msd-subsets. million song dataset split for extended clean tag & artist-level stratified

music_caps_dl. Unofficial download repository for MusicCaps

music-text-representation-pp. Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval (TTMR++) [ICASSP24]

musical-word-embedding. Musical Word Embedding for Music Tagging and Retrieval [IEEE TASLP]

msu-benchmark. music semantic understanding evaluation benchmark

speech-to-music. Textless Speech-to-Music Retrieval Using Emotion Similarity [ICASSP23]

hi_kia. wake-up word emotion recognition [APSIPA 2022]

instrument-classification. Music Instrument Classification using Machine Learning Algorithm

music-llm-lightning. Lightning version of Music LLM implementation

llm-tag-to-caption. Python

music-text-dataset.

ply_title_gen. Music Playlist Title Generation [NLP4Musa 2021]

music-data-leakage. data leakage problem between large music datasets

MusicWordVec. Embedding for Musical Context

MIR_Cheatsheet. Python

ko-whisper-finetune. Python

lp-music-dialog. Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models [ISMIR24]

music-preprocessor. Python

music-wiki. Python

musical-text-preprocessor. Python

music_zeroshot_models. Python

multimodal-ml-music. List of academic resources on Multimodal ML for Music

MusicEmotionFeature_Matlab. MATLAB

Mid_Feature_Music_Emotion_Recognition. Python

Pycon_Tutorial_Music_DeepLearing. Jupyter Notebook

awesome-audio-dataset.

Music_Emotion_Recognition_EEG. Jupyter Notebook

eeg_preprocessing. Python

nlp_implementation. Implementing nlp papers with PyTorch, gluonnlp

music-text-representation-pp-demo. HTML

gtzan-bind. bind annotations in gtzan dataset

Music_Generation_Pytorch. Python

DataScience_Study. Studied for a data analysis project.

Music_DeepEmbedding_Extractor. Jupyter Notebook

embedding_study. Python

multimodal-reg. Python

SBA_functions. Python

nia-envsound-demo. JavaScript

MusicPlaylistRecSys-W2V. Word2vec based approach for RecSys (playlist continuation, playlist auto-tagging)