Towards Robust Transcription: Exploring Noise Injection Strategies for Training Data Augmentation

CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models

Inference codebase for "Cacophony: An Improved Contrastive Audio-Text Model". Preprint: https://arxiv.org/abs/2402.06986

Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval (TTMR ) [ICASSP24]

A piano music dataset with Audio, Symbolic and Text labels

Awesome Papers Using Vector Quantization for Recommender Systems (VQ4Rec)

PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing

PyTorch implementation of MAR DiffLoss https://arxiv.org/abs/2406.11838

MuChoMusic is a benchmark for evaluating music understanding in multimodal audio-language models.

Faster Whisper transcription with CTranslate2

Awesome Music Projects

LLM101n: Let's build a Storyteller

Official Repository of Unsupervised Lead Sheet Generation via Semantic Compression

⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.

PyTorch implementation of the ICASSP-24 paper: "Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation"

MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage

Musical Word Embedding for Music Tagging and Retrieval [IEEE TASLP]

[AAAI'24] Official dataset & demo code for MID-FiLD: MIDI Dataset for Fine-Level Dynamics

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

This is a cog implementation of the fine-tuner for Meta's MusicGen

Machine Learning Engineering Open Book

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

LP-MusicCaps: LLM-Based Pseudo Music Captioning [ISMIR23]