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README.md
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@@ -36,6 +36,21 @@ The dataset is structured into two main categories:
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- **0 (no drone)**: Contains audio samples without drone sounds.
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- **1 (drone)**: Contains audio samples of various drones.
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**Drone Audio Sources:**
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1. **Drone Audio Dataset:**
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Alemadi, S. (2019). *Drone Audio Dataset* [Data set]. GitHub. https://github.com/saraalemadi/DroneAudioDataset/tree/master
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4. **Dataset for Noise Classification (DNC):**
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Zequeira, R. I. (2021). *Dataset for Noise Classification (DNC)* [Data set]. GitHub. https://github.com/zequeira/DNC
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### Dataset Statistics
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| Category | # Files | Total Duration (s) | Total Duration (h) | Avg. Duration (s) |
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|-------------|---------|--------------------|---------------------|-------------------|
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| No-Drone (0)| 16,729 | 121,714 | **33.81** | 7.28 |
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| Drone (1) | 163,591 | 97,563.39 | **27.10** | 0.60 |
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All audio files share the following attributes:
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- **Sample Rate**: 16 kHz
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- **Bit Depth**: 16 bits
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- **Channels**: Mono
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- **Format**: WAV, PCM 16-bit
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### Usage
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DADS is intended for developing robust audio-based drone detection algorithms and models in security, surveillance, and related research fields.
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### Licensing
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Data from various sources is licensed under Creative Commons Attribution and similar open licenses. Please verify individual licenses for commercial and non-commercial usage.
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- **0 (no drone)**: Contains audio samples without drone sounds.
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- **1 (drone)**: Contains audio samples of various drones.
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### Dataset Statistics
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| Category | # Files | Total Duration (s) | Total Duration (h) | Avg. Duration (s) |
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|-------------|---------|--------------------|---------------------|-------------------|
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| No-Drone (0)| 16,729 | 121,714 | **33.81** | 7.28 |
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| Drone (1) | 163,591 | 97,563.39 | **27.10** | 0.60 |
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All audio files share the following attributes:
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- **Sample Rate**: 16 kHz
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- **Bit Depth**: 16 bits
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- **Channels**: Mono
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- **Format**: WAV, PCM 16-bit
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### Usage
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DADS is intended for developing robust audio-based drone detection algorithms and models in security, surveillance, and related research fields.
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**Drone Audio Sources:**
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1. **Drone Audio Dataset:**
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Alemadi, S. (2019). *Drone Audio Dataset* [Data set]. GitHub. https://github.com/saraalemadi/DroneAudioDataset/tree/master
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4. **Dataset for Noise Classification (DNC):**
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Zequeira, R. I. (2021). *Dataset for Noise Classification (DNC)* [Data set]. GitHub. https://github.com/zequeira/DNC
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### Licensing
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Data from various sources is licensed under Creative Commons Attribution and similar open licenses. Please verify individual licenses for commercial and non-commercial usage.
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