CTGAN VS FAST-RIR

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

CTGAN

Conditional GAN for generating synthetic tabular data. (by sdv-dev)
synthetic-data generative-adversarial-network tabular-data data-generation synthetic-data-generation
Source Code
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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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CTGAN FAST-RIR
2 1
1,140 137
4.0% -
8.5 5.0
1 day ago 6 months ago
Python Python
GNU General Public License v3.0 or later GNU Affero General Public License v3.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

CTGAN

Posts with mentions or reviews of CTGAN. 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 CTGAN and FAST-RIR you can also consider the following projects:

SDV - Synthetic data generation for tabular data

DoppelGANger - [IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Copulas - A library to model multivariate data using copulas.

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

Mimesis - Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

SDGym - Benchmarking synthetic data generation methods.

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

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.

CTGAN vs SDV FAST-RIR vs DoppelGANger CTGAN vs Copulas FAST-RIR vs caer CTGAN vs Mimesis FAST-RIR vs SDGym CTGAN vs gretel-synthetics FAST-RIR vs pyroomacoustics