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isaacnetero/polyvox-kpi-evaluation

PolyVox KPI Evaluation Dataset This dataset supports PolyVox evaluation for Problem Statement 11: Real-Time Multi-User Smart Assistant for Dynamic and Noisy Smart Environments. It contains compact evaluation mixtures for 2-speaker and 3-speaker speech separation under clean, noisy, overlap, and optional RIR-style conditions. Contents manifests/kpi_dataset_manifest.csv dataset_summary.json audio/ containing mixtures and clean source references Source… See the full description on the dataset page: https://huggingface.co/datasets/isaacnetero/polyvox-kpi-evaluation.

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PolyVox KPI Evaluation Dataset

This dataset supports PolyVox evaluation for Problem Statement 11: Real-Time Multi-User Smart Assistant for Dynamic and Noisy Smart Environments.

It contains compact evaluation mixtures for 2-speaker and 3-speaker speech separation under clean, noisy, overlap, and optional RIR-style conditions.

Contents

  • —manifests/kpi_dataset_manifest.csv
  • —dataset_summary.json
  • —audio/ containing mixtures and clean source references

Source Data And Attribution

This dataset is derived from or inspired by:

  • —LibriSpeech, CC BY 4.0: https://www.openslr.org/12/
  • —MUSAN, CC BY 4.0: https://www.openslr.org/17/
  • —LibriMix metadata/recipe: https://github.com/JorisCos/LibriMix
  • —SNIPS/Sonos NLU benchmark, CC0-1.0: https://github.com/sonos/nlu-benchmark

Intended Use

This dataset is intended for reproducing PolyVox separation and realtime-assistant evaluation results. It is not a replacement for the original source corpora.

Problem Statement KPIs

The dataset is designed to evaluate:

  • —2-speaker and 3-speaker separation
  • —clean and noisy mixtures
  • —SI-SNR
  • —WER
  • —real-time factor
  • —model behavior under overlapping speech