Human Vocality Primitives

Plosives & Non-Lexical Consonant Bursts

Unvoiced consonant transients including plosives, clicks, bursts, and shaped onsets.

Structured at the articulation level using documented production workflows and secured under the Proteus Standard™.

FULL DATASET

Human Vocality Primitives

Voice and Vocal Techniques

Voice

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.

Plosives and non-lexical consonant bursts are airflow-driven vocal events produced without sustained vocal fold vibration, relying instead on brief oral constriction and rapid pressure release to generate sound. In these events, acoustic energy is created through short transient airflow bursts rather than sustained turbulence or harmonic excitation, resulting in discrete noise-based impulses with no stable fundamental pitch. Expressive control emerges through modulation of pressure buildup, release force, articulator placement, and timing rather than changes in loudness or pitch.

Acoustically, plosive and non-lexical consonant bursts occupy a broadband, transient-dominant timbral space characterized by short-duration energy spikes, noise-based release characteristics, and fine-grained temporal precision. Expressivity is conveyed through articulatory contact location, release intensity, ingress versus egress airflow, and burst timing rather than through sustained airflow texture or vocal tract resonance. These characteristics make plosives and non-lexical consonant bursts particularly well suited for modeling transient unvoiced vocal behavior, articulatory onset modeling, and airflow-centric acoustic analysis, where precise control of burst timing, release behavior, and repeatable articulatory events is essential.

Content and Recording Details

An overview of what’s included in this dataset — from articulations and performance styles to session context and recording notes.

What's in this dataset

This dataset contains a comprehensive collection of recordings capturing plosive and non-lexical consonant burst gestures, recorded in isolation to emphasize transient, unvoiced airflow events. The material is designed to document the structural organization, capture quality, and articulatory taxonomy of plosive-like burst behaviors as foundational consonant primitives, rather than convey voiced sound, semantic speech content, or linguistic meaning.

Included recordings emphasize brief bilabial pressure releases, tongue-tip and posterior tongue burst events, unshaped oral air bursts, compressed noise releases, and ingressive intake-style bursts. All material is presented in a neutral, non-performative context to support articulatory modeling, speech research, and airflow-centric audio analysis workflows. Together, the dataset provides a structured, repeatable corpus suitable for studying and modeling transient unvoiced consonant behavior across a range of articulator locations, pressure levels, and release dynamics.

Recording & Session Notes

All audio was recorded in a controlled studio environment using standardized capture, editing, and QC protocols applied consistently across the Harmonic Frontier Audio catalog.

Source material was captured at 32-bit float to preserve full dynamic headroom and minimize quantization artifacts during editing and processing. Final dataset files are delivered as 24-bit PCM for consistency and downstream compatibility.

A single performer and vocal source were used consistently across all sessions to maintain physiological continuity, articulatory stability, and repeatable transient airflow behavior.

Vocal source details:
Human voice — non-lexical plosive and consonant burst techniques

Additional processing was limited to trimming, fade handling, and integrity checks. No creative processing, normalization, compression, or dynamic shaping was applied beyond what was necessary for clean, faithful delivery of the recorded material.

Proteus Standard Compliance

This dataset was recorded, documented, and released under The Proteus Standard™, Harmonic Frontier Audio’s framework for rights-cleared, provenance-audited audio data.

The Proteus Standard ensures:

•Performer-owned, contract-clean source material
•Transparent recording methodology and metadata
•Consistent capture, QC, and documentation practices across the catalog

Learn more about The Proteus Standard

Layer I — Source Provenance

Layer II — Cryptographic Integrity

Layer III — Acoustic Fingerprinting

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 (Suno v5 Pro Beta)

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.