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Stability.ai, Eleuther.ai
- Seattle, WA
- https://dmarx.github.io
- @DigThatData
ml audio
Deezer source separation library including pretrained models.
Code for the paper Hybrid Spectrogram and Waveform Source Separation
This is the repo for my experiments with StyleGAN2. There are many like it, but this one is mine. Contains code for the paper Audio-reactive Latent Interpolations with StyleGAN.
Audio generation using diffusion models, in PyTorch.
Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
Steerable discovery of neural audio effects
Collection of audio-focused loss functions in PyTorch
Source code for models described in the paper "AudioCLIP: Extending CLIP to Image, Text and Audio" (https://arxiv.org/abs/2106.13043)
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
Guitar plugin made with JUCE that uses neural networks to emulate a tube amplifier.
A simple library and set of tools for parsing, modifying, and composing SRT files.
Robust Speech Recognition via Large-Scale Weak Supervision
Official implementation of "Learning Music Audio Representations Via Weak Language Supervision" (ICASSP 2022)
Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)
Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)
Guitar plugin made with JUCE that uses neural network models to emulate real world hardware.
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Tools to train a generative model on arbitrary audio samples
Audio Dataset for training CLAP and other models
Trainer for audio-diffusion-pytorch
A collection of useful audio datasets and transforms for PyTorch.
DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
Muzic: Music Understanding and Generation with Artificial Intelligence