Can this skill help with caption synchronization?

Yes, it includes specialized logic for precision timecode alignment and verse boundary detection to ensure audio and text stay perfectly synced.

How does it handle audio fingerprinting?

It utilizes spectral peak extraction and constellation mapping using FFT to create compact fingerprints for ad and segment identification.

What specific audio frameworks does this skill support?

The skill provides patterns for core iOS and system-level frameworks including vDSP, AVAudioEngine, Core ML, and Sound Analysis.

Does it provide solutions for background audio issues?

Yes, the skill includes documentation for managing audio graph initialization and handling interruptions or conflicts in background and CarPlay modes.

Audio Expert

Name: Audio Expert
Author: willsigmon

bywillsigmon

•

Mobile Development

Architects sophisticated audio systems featuring real-time TTS, signal processing, and machine learning-driven content classification.

The Audio Expert skill provides deep technical guidance for building complex audio architectures, specifically optimized for high-performance applications like podcast players and media-rich reading apps. It facilitates the implementation of advanced features such as on-device ML for noise reduction, spectral peak extraction for audio fingerprinting, and precision caption synchronization. Whether you are managing complex audio graph states for background playback or coordinating real-time TTS streaming, this skill provides the implementation patterns and common fixes necessary for robust audio engineering.

주요 기능

01Architecting real-time TTS and streaming audio services

027 GitHub stars

03Configuring on-device ML for audio classification and noise reduction

04Designing audio fingerprinting systems using vDSP and FFT

05Implementing precision caption and timecode synchronization

06Managing complex audio graph states and background playback modes

사용 사례

01Building a podcast application with automatic ad detection and intro/outro recognition

02Developing a multi-modal reading app with synchronized TTS and highlight timing

03Implementing on-device audio analysis for speech-to-text or background noise suppression

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willsigmon/sigstack audio-expert

For use in Claude.ai and ChatGPT

Download Skill