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Public code for XFactor: Introduces the first geometry-free model to achieve true self-supervised / pose-free Novel View Synthesis (NVS) by learning transferable latent camera pose representations.
AI agents running research on single-GPU nanochat training automatically
Code for the paper: Latent Iterative Refinement for Modular Source Separation by Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis and Jonathan Le Roux.
Code for the paper: Re-Bottleneck: Latent Re-Structuring for Neural Audio Autoencoders
Repository of the content (slides and code) of the lesson "Supervised learning methods: generative models" in the Machine Learning in Acoustics School (ASSA2025)
A simple program to update on the results of the current ASN
Deep Random Projector: Accelerated Deep Image Prior
Repository to create traveling waves integrate special information through time
6 DoF Directional Room Impulse Response (RIR) with Dense Loudspeaker Grid
We present a model that can generate accurate 3D sound fields of human bodies from headset microphones and body pose as inputs.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Reduced rank sound zone control using conjugate gradient method
Collection of audio-focused loss functions in PyTorch
RIRIS is the MATLAB implementation of room impulse response interpolation using fast shearlet transforms.
Repository for paper templates in ISMIR Proceedings
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
Convolutional plane wave model for sound field reconstruction
Constant-Q harmonic coefficients (CQHCs), a timbre feature designed for music signals.
A collection of MATLAB routines for the Spherical Harmonic Transform and related manipulations in the spherical harmonic spectrum.
A maximum likelihood direction of arrival estimation method for open-sphere microphone arrays in the spherical harmonic domain