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Neywa-Labs
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Neywa-Labs/mlx-audio-swift

A modular Swift SDK for audio processing with MLX on Apple Silicon

Swift ◇ mlx MIT
★819STARS
⑂190FORKS
!29ISSUES
🏆#9,632GLOBAL RANK
🔥37DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

mlx-audio-swift is mlx-audio-swift is an open-source project written in Swift: A modular Swift SDK for audio processing with MLX on Apple Silicon..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Neywa-Labs/mlx-audio-swift has accumulated 819 GitHub stars and 190 forks. It is written in Swift, licensed under MIT, and ranks #9,632 globally. It is actively maintained with the latest commit recorded on Nov 7, 2026.”
Repository Neywa-Labs/mlx-audio-swift ↗
Primary Category mlx
Language & Stack Swift
Software License MIT
Community Traction ★ 819 stars · ⑂ 190 forks · #9,632 globally
Maintenance ● Active (Last commit: Nov 7, 2026) · 29 open issues
Target Audience Developers and engineering teams building with Swift, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 97/100 · Grade A+
✅
Is mlx-audio-swift actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, mlx-audio-swift is actively maintained. Continuous telemetry recorded the last code commit on Nov 7, 2026 (5 days ago). Supported by 819 stars and 190 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Nov 7, 2026
5 days since last push
Issue Backlog
29 Open Issues
Healthy Issue Cadence
Community Backing
190 Forks
819 Stars Recorded
Software License
MIT
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for Neywa-Labs/mlx-audio-swift
CSV
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Momentum

+20

STARS · LAST 30 DAYS

1

PER DAY

#368

MOST-STARRED Swift

Window7 days30 days90 days
Stars gained+8+20+90
Per day111
Forks gained+0+11+10

mlx-audio-swift gained 20 stars in the last 30 days, about 1 a day, and now has 819. It is about 1 year old and has averaged roughly 819 stars a year. It ranks #368 among Swift repositories and #9,632 across all languages on GitHubRepo.

Trending Record

mlx-audio-swift has maintained a continuous presence across global trending indexes, peaking at #1970. Below is the 30-day activity profile:

💡 Overview

mlx-audio-swift is an open-source project written in Swift: A modular Swift SDK for audio processing with MLX on Apple Silicon.

Engineered for speed, consistency, and developer ease, it solves common hurdles in mlx, mlx-audio, mlx-audio-swift. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Swift for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/Blaizzy/mlx-audio-swift.git
cd mlx-audio-swift

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Swift 5.9+ / Xcode 15+ (macOS/Linux)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

mlx-audio-swift coordinates its core functionality through a modular Swift pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed mlx-audio-swift into Swift backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open MIT license.

🚀 Getting Started

1

Install mlx-audio-swift using your package manager: `git clone https://github.com/Blaizzy/mlx-audio-swift.git`

2

Initialize your project workspace or configuration file for mlx-audio-swift.

3

Import mlx-audio-swift into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `mlx-audio-swift --help` to verify successful setup.

👍 Strengths

Active community backing with 791 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Swift for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Swift and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Swift, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

Neywa-Labs/mlx-audio-swift is currently ranked #9,632 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#9,624 spylang/spy Python ★ 820 Compare ↗
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#9,632 Neywa-Labs/mlx-audio-swift This Project Swift ★ 819
#9,632 google/caliper Java ★ 819 Compare ↗
#9,632 saschagrunert/indextree Rust ★ 819 Compare ↗
#9,632 havenweb/haven Ruby ★ 819 Compare ↗
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Frequently Asked Questions

What does mlx-audio-swift do? +

A modular Swift SDK for audio processing with MLX on Apple Silicon

Is mlx-audio-swift actively maintained in 2026? +

Yes, mlx-audio-swift is actively maintained. The latest code push was recorded on Nov 7, 2026 (5 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 819 stars and 29 open issues.

What language is mlx-audio-swift written in? +

The primary language is Swift. Topics include: mlx, mlx-audio, mlx-audio-swift, mlx-swift-audio, speech-to-speech.

How many stars does mlx-audio-swift have? +

mlx-audio-swift has 819 stars and 190 forks on GitHub.

How does mlx-audio-swift rank among GitHub repositories? +

With 819 stars, Neywa-Labs/mlx-audio-swift is ranked #9,632 globally across all repositories tracked on GitHubRepo and #368 among Swift projects.

What license is mlx-audio-swift distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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