Advanced AI-Powered Mixing and Mastering Analysis Technology
Mix Analyzer is a free online tool that combines cutting-edge audio analysis algorithms with artificial intelligence to help musicians, producers, and sound engineers create professional-quality mixes and masters. Whether you're a bedroom producer, aspiring mixing engineer, or seasoned professional, our tool offers valuable insights that would traditionally require expensive equipment and years of trained ears.
Our Analysis Technologies
Mix Analyzer employs several sophisticated technologies to analyze different aspects of your audio tracks:
Frequency Spectrum Analysis
Our AI analyzes your track's frequency content using Fast Fourier Transform (FFT) and advanced spectral processing to identify frequency imbalances, potential masking issues, and opportunities for more clarity in your mix.
Advanced Frequency Analysis Technology
Spectral Analysis Features
- Real-time FFT analysis with adjustable window sizes
- Multi-resolution spectral analysis for precise frequency detection
- Advanced masking detection algorithms
- Genre-specific frequency balance recommendations
Professional Applications
- Identify problematic frequency buildups
- Detect phase issues in critical frequency bands
- Compare against reference tracks in your genre
- Get targeted EQ suggestions for better clarity
Dynamic Range Analysis
Using statistical analysis of peak levels, RMS values, and crest factors, we assess your track's dynamic range and compression characteristics.
Professional Dynamic Range Analysis
Key Measurements
- True Peak and RMS level analysis
- Dynamic range measurement (DR value)
- Crest factor analysis per frequency band
- Genre-specific dynamic recommendations
Compression Analysis
- Detect over-compression issues
- Analyze attack and release characteristics
- Identify dynamic range sweet spots
- Compare to commercial reference levels
Stereo Field Analysis
Through mid-side processing and phase correlation measurement, we evaluate your mix's stereo width and mono compatibility.
Advanced Stereo Imaging Analysis
Stereo Width Features
- Mid/Side balance measurement
- Phase correlation analysis
- Stereo field visualization
- Frequency-dependent stereo width analysis
Mono Compatibility
- Phase cancellation detection
- Stereo enhancement suggestions
- Bass frequency mono analysis
- Multi-speaker system compatibility checks
Transient Analysis
Our percussion and transient detection algorithms measure attack sharpness, detect transient density, and analyze the impact of your drums and percussive elements.
Professional Transient Analysis
Transient Detection Features
- Attack time measurement
- Release curve analysis
- Transient density mapping
- Peak detection algorithms
Percussion Analysis
- Drum hit detection
- Impact level measurement
- Groove analysis
- Dynamic consistency checking
Harmonic Content Analysis
Using chromagram analysis and harmonic detection, we identify the key of your track, assess harmonic complexity, and evaluate tonal balance.
Advanced Harmonic Analysis
Key Detection Features
- Automatic key detection
- Scale analysis
- Chord progression mapping
- Harmonic compatibility checking
Tonal Balance Analysis
- Harmonic series analysis
- Overtone structure evaluation
- Harmonic richness measurement
- Genre-specific tonal recommendations
Clarity and Spectral Balance
Our algorithms measure spectral contrast, flatness, and centroid to assess how clear and balanced your mix sounds.
Professional Clarity Analysis
Spectral Measurements
- Spectral contrast analysis
- Frequency masking detection
- Mud frequency identification
- Harshness detection
Balance Analysis
- Overall tonal balance
- Frequency distribution analysis
- Mix clarity scoring
- Professional reference comparison
The AI Behind Mix Analyzer
What sets Mix Analyzer apart is our integration of advanced artificial intelligence to interpret the raw data and provide actionable insights:
GPT-4o Integration
We leverage OpenAI's GPT-4o to analyze the technical measurements of your track and translate them into clear, professional recommendations. This AI has been trained on thousands of professionally mixed and mastered tracks across various genres to recognize patterns and best practices in audio production.
Genre-Specific Analysis
Our AI automatically detects the likely genre of your track and adjusts its recommendations accordingly. A hip-hop track requires different frequency balance and dynamic treatment than a classical recording, and our AI tailors its suggestions to match your musical context.
Reference Track Comparison
The AI compares your track's characteristics with our database of reference tracks in similar genres, identifying specific areas where your mix might diverge from professional standards and suggesting targeted improvements.
System-Specific Recommendations
Our AI provides recommendations for how your mix will translate to different playback systems, from studio monitors to earbuds, helping you create mixes that sound great everywhere.
Technical Foundation
Mix Analyzer is built on a foundation of proven open-source audio analysis libraries and custom algorithms:
- Librosa: For advanced audio signal processing and feature extraction
- NumPy and SciPy: For mathematical operations and signal processing
- PyDub: For audio file handling and format conversion
- Custom FFT algorithms: For high-resolution spectral analysis
- OpenAI API: For generating human-like insights and recommendations
How Your Track Gets Analyzed
- Upload Processing: Your audio file is securely uploaded and processed to ensure compatibility
- Audio Analysis: Our algorithms extract over 50 different audio features and measurements from your track
- Visualization Generation: We create detailed visual representations of your audio's characteristics
- AI Processing: Our AI interprets the measurements, identifies patterns, and generates custom recommendations
- Results Presentation: All insights are organized into an easy-to-understand interface with clear actionable suggestions
Your Audio, Your Privacy
We respect your creative work and privacy. Your uploaded audio files are processed securely and are not shared with third parties. Files are temporarily stored for analysis purposes only and can be removed upon request.
Experience AI-Powered Mixing and Mastering Analysis
Ready to see how our AI can help improve your mixes? Return to the main page to upload your track and get a free professional analysis with actionable insights.
Analyze Your Track Now