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Ankit Shah's Projects

sound-spaces icon sound-spaces

A first-of-its-kind acoustic simulation platform for audio-visual embodied AI research. It supports training and evaluating multiple tasks and applications.

sound_event_detection icon sound_event_detection

This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: specialized decision surface (SDS) and disentangled feature (DF) for weakly-supervised learning and guided learning (GL) for semi-supervised learning. We're so glad if you're interested in using it for research purpose or DCASE participation.

soundata icon soundata

Python library for downloading, loading & working with sound datasets

soundcloud icon soundcloud

Simple Python script to download music from SoundCloud, using API or HTML scrapping 🎧🐍

soundnet icon soundnet

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

spaceship_dataset icon spaceship_dataset

Dataset for the spaceship task from "Metacontrol for Adaptive Imagination-Based Optimization"

speakerprofiling icon speakerprofiling

Estimating the Age, Height, and Gender of a speaker with their speech signal.

speech2face icon speech2face

Implementation of the CVPR 2019 Paper - Speech2Face: Learning the Face Behind a Voice by MIT CSAIL

speechbrain.github.io icon speechbrain.github.io

The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

speechvae icon speechvae

This repository contains the code to reproduce the core results from the paper "Learning Latent Representations for Speech Generation and Transformation".

speedtorch icon speedtorch

Library for faster pinned CPU <-> GPU transfer in Pytorch

sphereface icon sphereface

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

spriteworld icon spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

srvc icon srvc

Implementation of the "Efficient Video Compression via Content-Adaptive Super-Resolution" paper in Tensorflow.

ssda_mme icon ssda_mme

Semi-supervised Domain Adaptation via Minimax Entropy

ssl-deep-srl icon ssl-deep-srl

Code for "Mehta, S. V.*, Lee, J. Y.*, and Carbonell, J. (2018). Towards Semi-Supervised Learning for Deep Semantic Role Labeling. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (pp. 4958-4963).

ssl_cr_histo icon ssl_cr_histo

Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis"

ssv icon ssv

Pytorch implementation of SSV: Self-Supervised Viewpoint Learning from Image Collections (CVPR 2020)

stacer icon stacer

Linux System Optimizer and Monitoring - https://oguzhaninan.github.io/Stacer-Web

starnet icon starnet

StarNet: Gradient-Free Generative Modeling

stcn icon stcn

Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

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