Indian Classical and Bollywood

Harmonium

Isolated harmonium notes and chords for modeling reed tone, bellows-driven dynamics, and accompaniment voicing.

IN PRODUCTION

Indian Classical and Bollywood

This dataset is currently in production. Preview audio and full specifications will be added as they become available.

This is a preview release provided via Hugging Face for evaluation purposes. Initial recording passes are available to assess capture quality, labeling structure, and dataset relevance. The full dataset will be delivered privately with complete Proteus provenance, integrity, and documentation upon licensing.

This dataset is complete and available for licensing. A public preview subset will be released via Hugging Face on a rolling basis.

Articulations Included

Performers

Captured with expert musicians and vocalists across global traditions — ensuring each dataset carries authentic nuance, human expression, and rights-managed provenance.

Audio Demonstrations

A three-part listening benchmark: a mixed musical demo built from this dataset, the raw source clip, and an AI model’s attempt to reproduce the same prompt.

PRODUCED REFERENCE

A musical demonstration created by replacing a state-of-the-art AI-generated lead instrument with original source recordings from this dataset, then arranged and mastered to preserve musical context. This approach allows direct comparison between current-generation model output and real, rights-cleared acoustic source material.

RAW DATASET CLIP

Directly from the dataset: an isolated, unprocessed example of the source recording.

AI MODEL BENCHMARK

An unmodified output from a current-gen AI model given the same musical prompt. Included to illustrate where today’s systems still differ from real, recorded sources.

AI model approximations generated using publicly available state-of-the-art music generation systems.

Interested in licensing this dataset?

Harmonic Frontier Audio datasets are licensed directly to research teams, startups, and enterprise partners. Access models and terms vary based on use case, scale, and integration needs.

All datasets are delivered with versioned metadata, documented workflows, and Proteus-backed integrity manifests.

We typically respond to inquiries within 1 day.

This dataset is currently in production

This dataset is actively being recorded and prepared. You can request early access, previews, or discuss licensing timelines.

We typically respond within 1–2 business days.