Helena Cuesta

pesto-full. Full models and training code for PESTO

multif0-estimation-polyvocals-tf2. Upgraded to Tensorflow 2 code for ISMIR 2020 paper: "Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks"

EfficientAT_HEAR. Evaluate EfficientAT models on the Holistic Evaluation of Audio Representations Benchmark.

pesto. Self-supervised learning for real-time pitch estimation

NoteTranscription. Python

pandoc_resume. The Markdown Resume

YouChorale.

Academic-project-page-template. A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

pi_video_looper. Application to turn your Raspberry Pi into a dedicated looping video playback device, good for art installations, information displays, or just playing cat videos all day.

beat_this. Accurate and general beat tracker

SpecTNT-pytorch. Unofficial implementation of SpecTNT in pytorch

tango. A family of diffusion models for text-to-audio generation.

mir_eval. Evaluation functions for music/audio information retrieval/signal processing algorithms.

AudioSep. Official implementation of "Separate Anything You Describe"

llark. Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.

all-in-one. All-In-One Music Structure Analyzer

PaSST. Efficient Training of Audio Transformers with Patchout

music_caps_dl. Unofficial download repository for MusicCaps

MedleyVox. Python

mulap. Official implementation of "Learning Music Audio Representations Via Weak Language Supervision" (ICASSP 2022)

ismir2018-revisiting-svd. Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook

transformer-walkthrough. A walkthrough of transformer architecture code

libf0. A Python Library for Fundamental Frequency Estimation in Music Recordings

semi-supervised-music-tagging-transformer. Python

sota-music-tagging-models. Python

basic-pitch. A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

mtg-jamendo-dataset. Metadata, scripts and baselines for the MTG-Jamendo dataset

lastfm-dataset-2020. New Last.fm Dataset 2020 for music auto-tagging purposes.

fma. FMA: A Dataset For Music Analysis

music_source_separation. Python

pedalboard. 🎛 🔊 A Python library for audio.

muzic. Muzic: Music Understanding and Generation with Artificial Intelligence

HPNN-multipitch-estimation. Python

mirdata. Python library to work with Music Information Retrieval datasets

cunet. Control mechanisms to the U-Net architecture for doing multiple source separation instruments

midi_degradation_toolkit. A toolkit for generating datasets of midi files which have been degraded to be 'un-musical'.

DCStoolbox. Jupyter Notebook

continuousf0eval. Continuous Metrics for Evaluating Single-f0 Estimation

ismir2017-deepsalience. Companion code for ISMIR 2017 paper "Deep Salience Representations for $F_0$ Estimation in Polyphonic Music"

mirdata. Python library for working with Music Information Retrieval datasets

wimir-eurovision. Exploratory analysis of Eurovision Song Contest data

jams. A JSON Annotated Music Specification for Reproducible MIR Research

musicnn. Pronounced as "musician", musicnn is a set of pre-trained deep convolutional neural networks for music audio tagging.

GuitarSet. GuitarSet: a dataset for guitar transcription