DoppelGANger VS FAST-RIR

Compare DoppelGANger vs FAST-RIR and see what are their differences.

DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions (by fjxmlzn)
dataset-generation Privacy time-series Timeseries Gan Gans generative-adversarial-network synthetic-data synthetic-dataset-generation synthetic-data-generation synthetic-data-generator doppelganger fidelity Datasets
Source Code
arxiv.org
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FAST-RIR

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. (by anton-jeran)
room-impulse-response automatic-speech-recognition acoustics conditional-generation generative-adversarial-network Speech Augmentation synthetic-data rir neural-network diffuse-scattering Deep Learning impulse-response implicit-neural-representation
Source Code
anton-jeran.github.io
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DoppelGANger FAST-RIR
14 1
275 137
- -
3.8 5.0
6 months ago 6 months ago
Python Python
BSD 3-clause Clear License GNU Affero General Public License v3.0
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DoppelGANger

Posts with mentions or reviews of DoppelGANger. We have used some of these posts to build our list of alternatives and similar projects.

FAST-RIR

Posts with mentions or reviews of FAST-RIR. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing DoppelGANger and FAST-RIR you can also consider the following projects:

CelebV-HQ - [ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset

CTGAN - Conditional GAN for generating synthetic tabular data.

tdk-demo - This is a collection of TDK demo projects that use different databases and options

caer - High-performance Vision library in Python. Scale your research, not boilerplate.

gretel-synthetics - Synthetic data generators for structured and unstructured text, featuring differentially private learning.

SDGym - Benchmarking synthetic data generation methods.

ydata-synthetic - Synthetic data generators for tabular and time-series data

pyroomacoustics - Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

DoppelGANger vs CelebV-HQ FAST-RIR vs CTGAN DoppelGANger vs tdk-demo FAST-RIR vs caer DoppelGANger vs gretel-synthetics FAST-RIR vs SDGym DoppelGANger vs ydata-synthetic FAST-RIR vs pyroomacoustics