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    32 repositories

    • Transkun

      Public
      A simple yet effective Audio-to-Midi Automatic Piano Transcription system
      Python
      •
      MIT License
      •27•0•0•0•Updated Sep 28, 2024Sep 28, 2024

    • HARP

      Public
      A sample editing application allowing for hosted, asynchronous, remote processing of audio with machine learning by routing through Gradio endpoints.
      HTML
      •
      BSD 3-Clause "New" or "Revised" License
      •7•0•0•0•Updated Sep 17, 2024Sep 17, 2024

    • Y-vector

      Public
      Y-vector: Multiscale Waveform Encoder for Speaker Embedding
      Python
      •
      MIT License
      •9•0•0•0•Updated Sep 15, 2024Sep 15, 2024

    • Filler-semi-CRF

      Public
      Codebase for "Transcription free filler word detection with Neural semi-CRFs" [ICASSP2023]
      Python
      •
      MIT License
      •3•0•0•0•Updated Sep 15, 2024Sep 15, 2024

    • AIR-ASVspoof

      Public
      Implementation of the paper "One-class Learning towards Generalized Voice Spoofing Detection"
      Jupyter Notebook
      •
      MIT License
      •32•0•0•0•Updated Sep 14, 2024Sep 14, 2024

    • pyharp

      Public
      Companion repository which facilitates the creation of Gradio endpoints which are accessible from within Digital Audio Workstations (DAWs) through HARP.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•0•0•0•Updated Sep 6, 2024Sep 6, 2024

    • SynthTab

      Public
      Official Repository for ICASSP 2024 Paper "SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription"
      Python
      •
      Other
      •4•0•0•0•Updated Aug 22, 2024Aug 22, 2024

    • MSOC

      Public
      Python
      •1•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • BeatNet

      Public
      BeatNet is state-of-the-art (Real-Time) and Offline joint music beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. (ISMIR 2021's paper implementation).
      Python
      •
      Creative Commons Attribution 4.0 International
      •77•0•0•0•Updated May 29, 2024May 29, 2024

    • Cacophony

      Public
      Inference codebase for "Cacophony: An Improved Contrastive Audio-Text Model". Preprint: https://arxiv.org/abs/2402.06986
      Python
      •
      MIT License
      •4•0•0•0•Updated Apr 26, 2024Apr 26, 2024

    • lhvqt

      Public
      Frontend filterbank learning module with HVQT initialization capabilities.
      Python
      •
      MIT License
      •3•0•0•0•Updated Feb 27, 2024Feb 27, 2024

    • InvitedTalk

      Public
      Invited talk at group meeting of AIR lab
      invited
      0•0•0•0•Updated Dec 5, 2023Dec 5, 2023

    • HRTF_field_norm

      Public
      Official Implementation of our WASPAA 2023 paper "Mitigating Cross-Database Differences for Learning Unified HRTF Representation"
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•0•0•0•Updated Dec 3, 2023Dec 3, 2023

    • hrtf_field

      Public
      Official implementation of the ICASSP 2023 paper "HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields"
      Python
      •
      MIT License
      •2•0•0•0•Updated Dec 3, 2023Dec 3, 2023

    • control-vc

      Public
      This is the implementation for "ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Rhythm"
      Python
      •
      Other
      •18•0•0•0•Updated Nov 29, 2023Nov 29, 2023

    • 1D-StateSpace

      Public
      This repository contains the implementation of an efficient joint beat, downbeat, tempo, and meter tracking system using a compact 1D probabilistic state space and a jump-back reward technique. ICASSP 2022.
      Python
      •
      MIT License
      •14•0•0•0•Updated Nov 28, 2023Nov 28, 2023

    • SpeechEmotionAVLearning

      Public
      Official Implementation of our ICASSP 2024 paper "Learning Arousal-Valence Representation from Categorical Emotion Labels of Speech"
      HTML
      •2•0•0•0•Updated Nov 25, 2023Nov 25, 2023

    • HBAS_chapter_voice3

      Public
      Official implementation of the handbook chapter "Generalizing Voice Presentation Attack Detection to Unseen Synthetic Attacks and Channel Variation"
      Python
      •
      MIT License
      •1•0•0•0•Updated Oct 2, 2023Oct 2, 2023

    • amt-tools

      Public
      Machine learning tools and framework for automatic music transcription.
      Python
      •
      MIT License
      •4•0•0•0•Updated Jul 30, 2023Jul 30, 2023

    • harana

      Public
      A neural semi-CRF model for harmonic analysis
      Python
      •
      MIT License
      •1•0•0•0•Updated Jul 14, 2023Jul 14, 2023

    • emotalkingface

      Public
      The code for the TMM paper "Speech Driven Talking Face Generation from a Single Image and an Emotion Condition"
      Python
      •
      MIT License
      •32•0•0•0•Updated Apr 9, 2023Apr 9, 2023

    • samo

      Public
      Official Implementation of our ICASSP 2023 paper "SAMO: SPEAKER ATTRACTOR MULTI-CENTER ONE-CLASS LEARNING FOR VOICE ANTI-SPOOFING"
      Python
      •
      MIT License
      •10•0•0•0•Updated Apr 5, 2023Apr 5, 2023

    • guitar-transcription-with-inhibition

      Public
      Code for the paper "A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems".
      Python
      •
      MIT License
      •2•0•0•0•Updated Dec 14, 2022Dec 14, 2022

    • GenerativeSourceSeparation

      Public
      Open source code for the paper 'Music Source Separation with Generative Flow'
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Nov 18, 2022Nov 18, 2022

    • DrawAndListen

      Public
      Code for the paper "Draw and Listen! A Sketch-based System for Music Inpainting", TISMIR 2022
      Python
      •
      MIT License
      •2•0•0•0•Updated Nov 4, 2022Nov 4, 2022

    • Singing-Vocal-Beat-Tracking

      Public
      This repo contains the source code of the first deep learning-base singing voice beat tracking system. It leverages WavLM and DistilHuBERT pre-trained speech models to create vocal embeddings and trains linear multi-head self-attention layers on top of them to extract vocal beat activations.
      Python
      •
      MIT License
      •4•0•0•0•Updated Sep 4, 2022Sep 4, 2022

    • BachDuet

      Public
      BachDuet enables a human performer to improvise a duet counterpoint with a computer agent in real time.
      Python
      •2•0•0•0•Updated Aug 8, 2022Aug 8, 2022

    • DyViSE

      Public
      Official implementation of our MMSP 2022 paper, "Dynamic vision-guided speaker embedding for audio-visual speaker diarization"
      Python
      •2•0•0•0•Updated Jul 5, 2022Jul 5, 2022

    • SASV_PR

      Public
      Official implementation of the Odyssey paper "A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification"
      Python
      •
      MIT License
      •5•0•0•0•Updated Jun 24, 2022Jun 24, 2022

    • sparse-analytic-filters

      Public
      Code for the paper "Learning Sparse Analytic Filters for Piano Transcription".
      Python
      •
      MIT License
      •3•0•0•0•Updated Jun 22, 2022Jun 22, 2022