89 Open source projects that are alternatives of or similar to IR-GAN

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Production First and Production Ready End-to-End Speech Recognition Toolkit

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

🙊 A set of scripts to use in preparing a corpus for speech-to-text processing with the Kaldi Automatic Speech Recognition Library.

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

cram is a computational room acoustics module to simulate and explore various acoustic properties of a modeled space

Cut and paste augmentation for object detection and instance segmentation

Vietnamese Automatic Speech Recognition

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

The Gretel Python Client allows you to interact with the Gretel REST API.

A PyTorch implementation of the Deep Audio-Visual Speech Recognition paper.

Impulse response generation based on state-of-the-art geometric sound propagation engine.

Wav2Vec for speech recognition, classification, and audio classification

A list of publicly available room impulse response datasets and scripts to download them.

VisDA2020: 4th Visual Domain Adaptation Challenge in ECCV'20

On-device speech-to-text engine powered by deep learning

Metrics to evaluate quality and efficacy of synthetic datasets.

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single …

SOVA ASR (Automatic Speech Recognition)

discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨

Wave2vec 2.0 Recognize pipeline

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

Data augmentation for NLP

TextAugment: Text Augmentation Library

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

The Declarative Data Generator

Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18

Experiments with Hugging Face 🔬 🤗

Library for 3D augmentations

Library and CLI for randomly generating medical data like you might get out of an Electronic Health Records (EHR) system

Generation of Synthetic Populations Library

Long audio alignment using Kaldi

Image augmentation for machine learning experiments.

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Three-Filters-to-Normal: An Accurate and Ultrafast Surface Normal Estimator (RAL+ICRA'21)

Synthetic Minority Over-Sampling Technique for Regression

Evaluate real and synthetic datasets with each other

A Polymer 3+ webcomponent / button for doing speech recognition

🌲 Great Ruby logging made easy.

Room Acoustics Impulse Response Generator using the Randomized Image Method (RIM)

Simple image augmentation library focusing on random geometric cropping

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

This repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.

Vietnamese Speech Recognition

Synthetic data for computer vision. An open source toolkit using Blender and Python.

End-to-End Speech Recognition using Neural Networks.

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

Synthetic Data Generation for mixed-type, multivariate time series.

🌲 Great Ruby logging made easy.

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

Benchmarking synthetic data generation methods.

[cvpr19] Code to generate images from the ObMan dataset, synthetic renderings of hands holding objects (or hands in isolation)

Augmented version of SQUAD 2.0 for Questions

Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022

Catalyst.Classification

UPC Deep Learning for Speech and Language 2018