signal

A signal processing toolbox for Torch-7 with FFT, DCT, Hilbert, cepstrums, and stft.

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is signal?

Signal is a comprehensive library for performing various signal processing tasks within the Torch-7 framework. It supports operations such as Fast Fourier Transform (FFT), Discrete Cosine Transform (DCT), Hilbert transform, cepstral analysis, and Short-Time Fourier Transform (STFT).

Key differentiator

Signal stands out as the go-to library for advanced signal processing tasks within the Torch-7 framework, offering a wide range of functions that are essential for audio and speech analysis.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Fast Fourier Transform (FFT)medium

Discrete Cosine Transform (DCT)medium

Hilbert transform for envelope detection and phase analysismedium

Cepstral analysis for speech processing tasksmedium

Short-Time Fourier Transform (STFT) for time-frequency analysismedium

↓ Weaknesses

Limited language support due to reliance on Luahigh

Signal is tightly integrated with Torch-7, which primarily supports Lua, limiting its usability for developers familiar with other languages.

Small community and limited third-party integrationsmedium

The open-source nature of Signal means that it relies on a smaller community for contributions and support, leading to fewer third-party plugins or extensions compared to more popular frameworks.

Performance issues with large datasetshigh

Signal's operations such as FFT and STFT can become computationally expensive when processing large datasets, potentially slowing down the application.

Fit analysis

Who is it for?

✓ Best for

Developers working on audio or speech processing tasks within the Torch-7 framework

Research teams needing a comprehensive set of signal processing functions in Lua

✕ Not a fit for

Projects requiring real-time signal processing with low-latency requirements

Teams looking for a cloud-based managed service for signal processing

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with signal

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →