SOFTWARE

Audio SR Studio

Next-Gen AI Audio Restoration & Super-Resolution

Audio SR Studio is a unified desktop environment designed for researchers, sound designers, and audio engineers to enhance, restore, and upscale audio using state-of-the-art deep learning models.

Rather than relying on isolated command-line scripts or fragmented web tools, Audio SR Studio integrates a powerful suite of neural networks into a single interactive workbench. The app is currently in development and will soon be shared openly on GitHub and Hugging Face.

Audio SR Studio Interface

The Core Innovation: Compare & Chain

The true power of Audio SR Studio lies in its workflow efficiency, resolving two major bottlenecks in AI audio processing.

1. Side-by-Side Comparative Analysis (A/B Testing)

Different AI models have distinct signatures: some excel at isolating pristine dialogue, while others generate rich high-frequency harmonics. Audio SR Studio lets you process the same source clip through multiple models and compare them instantly.

  • ▹Synchronized Playback: Toggle synchronized playback to switch between tracks seamlessly. When you play a processed track, it starts at the exact millisecond you paused the previous one, allowing for true A/B comparison.
  • ▹Isolate What the AI Did: Built-in difference signal computation allows you to isolate and listen only to what the AI added or removed.

Audio Examples

Play the tracks and use the Before/After toggle to instantly A/B compare the results of the processing models.

Vocal Super-Resolution Enhancement

Synchronized A/B Playback

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Full Mix Super-Resolution

Synchronized A/B Playback

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Audio SR Studio Chaining Workflow

2. Multi-Model Chaining (Iterative Processing)

Complex audio degradation requires multi-stage treatment (e.g., removing heavy background hum before upscaling muffled speech).

  • ▹Seamless Cascading: With a single click of the Use as Input (🔄) button, any processed output is immediately loaded back as the source audio.
  • ▹Unified Pipeline: Denoise a recording using one model, upscale its sample rate using a second, and apply final mastering polish with a third, all without exporting, renaming, or re-importing files.

Integrated Model Suite

Audio SR Studio aggregates over a dozen leading neural networks, categorized by their target application.

Speech Super-Resolution
Integrated Models
FlashSR, NovaSR
Best For
Ultra-fast bandwidth extension (upscaling speech from 16kHz to 48kHz) ideal for low-latency tasks.
Speech Enhancement & Restoration
Integrated Models
Resemble Enhance, VoiceFixer, ClearerVoice
Best For
Removing background noise, room reverb, distortions, and restoring natural speech clarity.
Voice Cloning & TTS
Integrated Models
ACE-Step 1.5, VoxCPM2
Best For
Reference-based, zero-shot voice cloning and text-to-speech engines.
General Audio & Music SR
Integrated Models
AudioSR, UniverSR, LavaSR, FastWave
Best For
Upscaling arbitrary audio, music, and sound effects from any sample rate up to high-fidelity 48kHz.
Audio & Music Restoration
Integrated Models
Apollo, BEHM-GAN, Diffusion Restoration
Best For
Cleaning up pre-echo, lossy compression, and severe analog noise profiles.
Generative & Mastering
Integrated Models
SonicMaster, Stable Audio 3.0, AP-Adapter, Latent Granular
Best For
Text-controlled mastering, style transfer, and generative audio workflows.
Audio-to-MIDI
Integrated Models
Basic Pitch
Best For
Polyphonic audio-to-MIDI transcription system for vocals and instruments.

Interactive Workspace Features

Visual Analytics

Interactive Spectrogram & Waveform Visualization: View audio in both time and frequency domains simultaneously. Cleanly isolate loops and narrow down selections with draggable regions.

Precision Tuning

Granular Parameter Control: Every model card features an expandable settings panel allowing you to adjust model-specific parameters like diffusion steps (NFE), solver types, classifier-free guidance scale, and audio chunking.

Project Management

Organized Results History: A collapsible, resizable results pane keeps track of all runs, allowing you to easily rename files, compare outputs, and manage history.

Workflow Speed

Quick Export: Export any processed iteration instantly with the save button right next to the track list.