---
tags:
- audio
- music
- audio-to-audio
- source-separation
- stem-separation
- ground-truth
license: cc-by-nc-4.0
language:
- en
---

# 🎧 SonicSets High-Fidelity Stems Evaluation Kit

This is a premium evaluation subset provided by **[SonicSets](https://www.sonicsets.com)**, the industrial-grade audio data infrastructure for Large Audio Models (LAM). 

## 📊 Dataset Specifications
- **Format:** 48kHz / 24-bit Uncompressed WAV (Studio-Grade Ground Truth)
- **Feature:** Absolute zero-crosstalk multi-track isolation
- **Environment:** Strict anechoic capture (RT60 < 0.2s)
- **Purpose:** Fully optimized for training and benchmarking state-of-the-art Source Separation and Generative Audio algorithms.

## 📂 Content
This repository includes an evaluation `.zip` package containing 6 distinct instrumental ensemble demos (Drums, Bass, Guitar, Vocals, Harmonies, etc.), completely decoupled for AI unmixing tests.

---
## 🎧 Instant Web Preview (Demo 01)
Evaluate the zero-crosstalk isolation directly in your browser.

**Full Ensemble Mix**
<audio controls>
  <source src="https://huggingface.co/datasets/sonicsets-data/Stems-Evaluation-Kit/resolve/main/Demo1/Mix Track.wav" type="audio/wav">
  Your browser does not support the audio element.
</audio>

**Isolated Vocal Track**
<audio controls>
  <source src="https://huggingface.co/datasets/sonicsets-data/Stems-Evaluation-Kit/resolve/main/Demo1/Vocal.wav" type="audio/wav">
  Your browser does not support the audio element.
</audio>

**Isolated Bass Track**
<audio controls>
  <source src="https://huggingface.co/datasets/sonicsets-data/Stems-Evaluation-Kit/resolve/main/Demo1/Bass.wav" type="audio/wav">
  Your browser does not support the audio element.
</audio>

## 🚀 Need Scaled Production or Custom LAM Data?
This evaluation kit demonstrates our acoustic baseline. If your Large Audio Model architecture requires:
* Thousands of hours of bespoke orchestration
* 192kHz / 32-bit Float ultra-high harmonic captures
* Dolby Atmos 7.1.4 spatial stemming (ADM BWF)

We build custom physical capture pipelines with **100% Work-for-Hire IP clearance** (Zero copyright risk).

👉 **[Request a Custom Data Pipeline at sonicsets.com](https://www.sonicsets.com/contact.php)**