RKB109/audio-event-triage-20260803-model
Audio Classification • Updated
Datasets:
Tasks:
Audio Classification
Modalities:
Text
Formats:
json
Languages:
English
Size:
< 1K
Tags:
Synthetic
audio-ml
evaluation
audio-classification
automatic-speech-recognition
feature-extraction
License:
id stringlengths 22 22 | input stringlengths 39 88 | label stringclasses 3
values | context stringclasses 6
values | source stringclasses 6
values | variant stringclasses 3
values | synthetic bool 1
class |
|---|---|---|---|---|---|---|
audio-event-triage-1-1 | high energy repeating tone peak frequency 2100 | alarm | Synthetic alarm feature summary. | audio-01 | direct | true |
audio-event-triage-1-2 | In an operations review, high energy repeating tone peak frequency 2100 | alarm | Synthetic alarm feature summary. | audio-01 | operations | true |
audio-event-triage-1-3 | For an evaluation case, high energy repeating tone peak frequency 2100 | alarm | Synthetic alarm feature summary. | audio-01 | evaluation | true |
audio-event-triage-2-2 | In an operations review, low frequency continuous vibration high zero crossing stability | machinery | Synthetic rotating equipment feature summary. | audio-02 | operations | true |
audio-event-triage-2-3 | For an evaluation case, low frequency continuous vibration high zero crossing stability | machinery | Synthetic rotating equipment feature summary. | audio-02 | evaluation | true |
audio-event-triage-3-1 | variable pitch moderate energy speech cadence | speech | Synthetic spoken segment feature summary. | audio-03 | direct | true |
audio-event-triage-3-3 | For an evaluation case, variable pitch moderate energy speech cadence | speech | Synthetic spoken segment feature summary. | audio-03 | evaluation | true |
audio-event-triage-4-1 | repeating pulse bright spectrum urgent tone | alarm | Synthetic alert feature summary. | audio-04 | direct | true |
audio-event-triage-4-2 | In an operations review, repeating pulse bright spectrum urgent tone | alarm | Synthetic alert feature summary. | audio-04 | operations | true |
audio-event-triage-5-1 | steady hum harmonic vibration low pitch | machinery | Synthetic motor feature summary. | audio-05 | direct | true |
audio-event-triage-5-2 | In an operations review, steady hum harmonic vibration low pitch | machinery | Synthetic motor feature summary. | audio-05 | operations | true |
audio-event-triage-5-3 | For an evaluation case, steady hum harmonic vibration low pitch | machinery | Synthetic motor feature summary. | audio-05 | evaluation | true |
audio-event-triage-6-2 | In an operations review, syllabic rhythm changing pitch voice activity | speech | Synthetic voice feature summary. | audio-06 | operations | true |
audio-event-triage-6-3 | For an evaluation case, syllabic rhythm changing pitch voice activity | speech | Synthetic voice feature summary. | audio-06 | evaluation | true |
Audio Event Triage Baseline Synthetic Dataset
Summary
This dataset contains 14 training examples and 4 held-out examples for Operations teams need an explainable starting point for classifying alarms, machinery noise, and speech-like events.
Every record is synthetic and includes:
input: query, event, or feature descriptionlabel: expected class, route, relation, or evidence categorycontext: synthetic supporting contextsource: fictional source identifiervariant: generation patternsynthetic: alwaystrue
Uses
- Reproducible unit and integration tests
- Baseline model training
- Evaluation harness development
- Schema and architecture demonstrations
Limitations
The included records are synthetic feature vectors and do not replace evaluation on licensed real audio.
This dataset does not represent real users, patients, customers, production traffic, or licensed media. It must not be presented as real-world evidence.
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