| | ---
|
| | license: cc-by-4.0
|
| | task_categories:
|
| | - parameters-to-audio synthesis
|
| | - parameter audio-classification
|
| | tags:
|
| | - audio
|
| | - temporal-conditioning
|
| | - water-sounds
|
| | - conditional-generation
|
| | pretty_name: Water Cup Filling Audio Dataset
|
| | size_categories:
|
| | - n<28 sounds of rougly 18 secs each
|
| | ---
|
| |
|
| | # Water Cup Filling Audio Dataset
|
| |
|
| | ## Dataset Description
|
| |
|
| | This dataset contains audio recordings (24kHz sr) of water being poured into cups, paired with temporal conditioning data that tracks the fill level over time (at 75 fps). Each audio file has a corresponding CSV file with synchronized fill level measurements.
|
| |
|
| | The dataset is in a readable form (see parameters.json, and individual .csv parameter files).
|
| |
|
| | ### Dataset Summary
|
| |
|
| | - **Audio Format**: 24kHz mono WAV files
|
| | - **Conditioning Format**: CSV files with fill level values (0-1)
|
| | - **Conditioning Temporal Resolution**: 75 frames per second
|
| | - **Domain**: parametric sound synthesis
|
| | - **Total Examples**: 25 train, 3 test
|
| |
|
| | ### Use Cases
|
| |
|
| | - Training conditional audio generation models
|
| | - Audio-to-parameter estimation
|
| | - Physics-informed sound synthesis research
|
| | - Temporal audio conditioning studies
|
| |
|
| | ## Dataset Structure
|
| |
|
| | ### File Organization
|
| | ```
|
| | dataset/
|
| | ├── train/
|
| | │ ├── Zoom_001.wav
|
| | │ ├── Zoom_001.csv
|
| | │ ├── Zoom_002.wav
|
| | │ ├── Zoom_002.csv
|
| | │ └── ...
|
| | ├── test/
|
| | │ ├── Zoom_26.wav
|
| | │ ├── Zoom_26.csv
|
| | │ └── ...
|
| | └── parameters.json
|
| | ```
|
| |
|
| | ### File Formats
|
| |
|
| | #### Audio Files (`.wav`)
|
| | - **Sampling Rate**: 24,000 Hz
|
| | - **Channels**: Mono (1 channel)
|
| | - **Bit Depth**: 16-bit (typically)
|
| | - **Format**: Standard WAV/PCM
|
| | - **Duration**: Variable (roughly 15-20 seconds)
|
| |
|
| | #### Conditioning Files (`.csv`)
|
| | Each CSV file contains a single column with the header matching the parameter name (e.g., `fill_level`):
|
| | ```csv
|
| | fill_level
|
| | 0.0
|
| | 0.006711
|
| | 0.013423
|
| | ...
|
| | 0.993289
|
| | 1.0
|
| | ```
|
| |
|
| | - **Values**: Float in range [0, 1]
|
| | - 0.0 = Empty cup
|
| | - 1.0 = Full cup
|
| | - **Sampling Rate**: 75 frames per second
|
| | - **Frame Alignment**: Synchronized with audio duration
|
| |
|
| | **Frame calculation**: For an audio file of duration `T` seconds, the CSV will have `⌊T × 75⌋` rows.
|
| |
|
| | #### Parameter Definition (`parameters.json`)
|
| | ```json
|
| | {
|
| | "parameter_1": {
|
| | "name": "fill_level",
|
| | "type": "continuous",
|
| | "unit": "[0,1]",
|
| | "min": 0,
|
| | "max": 1
|
| | }
|
| | }
|
| | ```
|
| |
|
| | ### Data Splits
|
| |
|
| | | Split | Files | Description |
|
| | |-------|-------|-------------|
|
| | | `train/` | 25 pairs | Training set |
|
| | | `test/` | 3 pairs | Test set |
|
| |
|
| | ## Usage
|
| |
|
| |
|
| | ## Limitations
|
| |
|
| | - Limited to single cup (metalic) type
|
| | - Recorded in controlled environment, may not generalize to noisy conditions
|
| |
|
| | ## Ethical Considerations
|
| |
|
| | This dataset contains synthesized/recorded audio of water sounds with no personal information, privacy concerns, or sensitive content. No water was harmed in creating this dataset.
|
| |
|
| | ## Citation
|
| |
|
| | If you use this dataset in your research, please cite:
|
| | ```upcoming DaFX 2026 paper?
|
| | ```
|
| |
|
| | ## License
|
| |
|
| | This dataset is released under CC-BY-4.0 .
|
| |
|
| | [If CC-BY-4.0]: You are free to share and adapt this dataset with proper attribution.
|
| |
|
| | ## Contact
|
| |
|
| | For questions or issues, please [open an issue on the repository / contact Lonce Wyse, lonce.acad@zwhome.org].
|
| |
|
| |
|
