Kitchen Gas Leakage Audio Alert Dataset
#audio classification #anomaly detection #voiceprint recognition #home safety monitoring #public place gas safety #smart home safety systems
- 500 hours
- 1.5G
- WAV
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The core advantage lies in the high data precision, with an annotation accuracy of over 99% and completeness reaching 98%, ensuring a high standard of consistency. The technological innovation is the pioneering fusion labeling method of audio and sensor data, which reduces the classification failure rate by 15%. On the application level, this dataset helps safety systems improve gas leakage detection accuracy by 20%. Compared with similar datasets, it offers richer audio contexts, making it especially suitable for complex household and commercial environments. The data types cover various kitchen devices and environmental sound features, and its diversity and scalability make it applicable not only to current household scenarios but also to the development of future smart homes.
Dataset Insights
Sample Examples
dc44aec33337c0383c3bd4129feec1b0.wav
- dc44aec33337c0383c3bd4129feec1b0.wav00:00
- 11a0bb7c72099bef24560e470fefe9f8.wav00:00
- d99974cf3d2dccb28a10e8ac13b6a844.wav00:00
- 85655d9c430d02ae8410ce86e3e70243.wav00:00
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| duration | string | Duration |
| audio_rate | string | Audio sample rate |
| audio_channel | string | Audio channel |
| audio_duration | float | The duration of the audio file, typically measured in seconds. |
| background_noise_level | float | The level of background noise in the audio, used to assess the impact of noise on detection performance. |
| gas_leakage_signal_strength | float | The strength of the gas leakage signal detected in the audio. |
| signal_to_noise_ratio | float | The ratio of the signal to the noise in the audio, used to evaluate the quality of the detection signal. |
| detected_anomaly | boolean | An indicator of whether an anomalous signal was detected in the audio. |
| anomaly_start_time | float | The start time of the detected anomalous signal in the audio, measured in seconds. |
| anomaly_end_time | float | The end time of the detected anomalous signal in the audio, measured in seconds. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What is the Kitchen Gas Leak Audio Warning Dataset?
- The Kitchen Gas Leak Audio Warning Dataset is an audio dataset used to improve the accuracy of gas leak detection, aimed at ensuring household and public safety.
- What are the application scenarios of the Kitchen Gas Leak Audio Warning Dataset?
- This dataset can be used for developing smart home security systems, industrial facility monitoring, and public space gas leak warning systems.
- How does the Kitchen Gas Leak Audio Warning Dataset help improve safety?
- By providing accurate audio samples, this dataset can help train models to quickly identify gas leak sounds, thereby issuing timely alerts to prevent potential hazards.
- What are the features of the Kitchen Gas Leak Audio Warning Dataset?
- The dataset contains various audio samples of gas leaks, covering different acoustic conditions, and can be used for analysis and warning model development.
- Why is audio data needed for detecting kitchen gas leaks?
- Audio data can capture sound wave signals that are invisible to the naked eye, aiding in the early detection of leak signals, making it an effective means of detecting gas leaks.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Kitchen Gas Leakage Audio Alert Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/842e27d620a25c81fa114e9b12dda060?dataset_task_cate_id=2},
urldate={2026-02-04},
keywords={kitchen gas leak detection, audio alert dataset, gas safety supplement},
version={1.0}
}Using this in research? Please cite us.
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder