SarthakYadav
PhD Fellow, Pioneer Center for AI & AAU, Denmark | Previously Intern @ Idiap, MSc(R) from University of Glasgow
Aalborg UniversityAalborg, Denmark
Pinned Repositories
audax
A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.
audio-data-utils
Data loading utilities in PyTorch for personal Audio ML Research. Includes "packed dataset" paradigm that I use as a middle ground between pure Random File based IO and more complex solutions, such as WebDatasets.
audio-mamba-official
Official implementation for our paper "Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations"
fsd50k-pytorch
Unofficial implementation of FSD50k baselines for Sound Event Recognition
GISE-51-pytorch
Official code release for the GISE-51 paper
jax-mae
Masked Autoencoders in Jax
leaf-pytorch
PyTorch implementation of the LEAF audio frontend
mwmae-jax-official
Official implementation of MW-MAE in Jax
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
rocm-containers
Repo for docker and singularity containers for ROCm, PyTorch and beyond
SarthakYadav's Repositories
SarthakYadav/leaf-pytorch
PyTorch implementation of the LEAF audio frontend
SarthakYadav/audax
A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.
SarthakYadav/fsd50k-pytorch
Unofficial implementation of FSD50k baselines for Sound Event Recognition
SarthakYadav/audio-mamba-official
Official implementation for our paper "Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations"
SarthakYadav/jax-mae
Masked Autoencoders in Jax
SarthakYadav/GISE-51-pytorch
Official code release for the GISE-51 paper
SarthakYadav/mwmae-jax-official
Official implementation of MW-MAE in Jax
SarthakYadav/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
SarthakYadav/rocm-containers
Repo for docker and singularity containers for ROCm, PyTorch and beyond
SarthakYadav/audio-data-utils
Data loading utilities in PyTorch for personal Audio ML Research. Includes "packed dataset" paradigm that I use as a middle ground between pure Random File based IO and more complex solutions, such as WebDatasets.
SarthakYadav/jax-soft-dtw-div
Soft-DTW and Soft-DTW Divergence in Jax
SarthakYadav/mlx-examples
Examples in the MLX framework
SarthakYadav/BENDR
SarthakYadav/causal-conv1d
Causal depthwise conv1d in CUDA, with a PyTorch interface
SarthakYadav/cv
Print-friendly, minimalist CV page
SarthakYadav/Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
SarthakYadav/gemini
Gemini is a modern LaTex beamerposter theme 🖼
SarthakYadav/how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
SarthakYadav/kinetics-downloader
Download DeepMind's Kinetics dataset.
SarthakYadav/mamba-rocm
SarthakYadav/mlx-data
Efficient framework-agnostic data loading
SarthakYadav/multi_gpu_training
SarthakYadav/rtl8812au
RTL8812AU/21AU and RTL8814AU driver with monitor mode and frame injection
SarthakYadav/SarthakYadav
SarthakYadav/SarthakYadav.github.io
SarthakYadav/self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning; py3 version in py3 branch (it actually should be compatible to both py2 and py3)
SarthakYadav/svcca-jax
SVCCA and PWCCA in Jax
SarthakYadav/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
SarthakYadav/terminator-themes
:metal: The biggest collection of Terminator themes.
SarthakYadav/torchsummaryX
torchsummaryX: Improved visualization tool of torchsummary