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metadata
dataset_info:
  features:
    - name: audio
      dtype:
        audio:
          sampling_rate: 250000
    - name: label
      dtype: string
    - name: subset
      dtype: string
    - name: index
      dtype: int64
    - name: speaker
      dtype: string
    - name: original_name
      dtype: string
  splits:
    - name: train
      num_bytes: 2083205598.525
      num_examples: 31475
  download_size: 1250386212
  dataset_size: 2083205598.525
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

Dataset Card for VocSim - Mouse Strain Classification

Dataset Description

This dataset is used in the VocSim benchmark paper for evaluating the ability of neural audio embeddings to distinguish between mouse strains based on their ultrasonic vocalizations (USVs). It contains recordings from C57BL/6J (C57) and DBA/2J (DBA) mouse strains.

The primary task associated with this dataset is supervised classification: training a model to predict the correct strain (label field) given an audio input or its derived features.

Dataset Structure

Data Instances

A typical example in the dataset looks like this:

{
  'audio': {'path': '/path/to/datasets/mouse_strain/C57/C57_file_001.wav', 'array': array([...], dtype=float32), 'sampling_rate': 250000},
  'subset': 'mouse_strain',
  'index': 101,
  'speaker': 'C57_file_001', # Example speaker/file ID
  'label': 'C57', # The crucial strain label
  'original_name': 'C57/C57_file_001.wav' # Example original relative path
}

Citation Information

@unpublished{vocsim2025,
  title={VocSim: A Training-Free Benchmark for Content Identity in Single-Source Audio Embeddings},
  author={Anonymous},
  year={2025},
  note={Submitted manuscript} 
}

@article{VanSegbroeck2017,
    author = {Van Segbroeck, Maarten and Knoll, Aaron T. and Levitt, Patricia and Narayanan, Shrikanth},
    title = "{MUPET}-Mouse Ultrasonic Profile ExTraction: A Signal Processing Tool for Rapid and Unsupervised Analysis of Ultrasonic Vocalizations",
    journal = {Neuron},
    volume = {94},
    number = {3},
    pages = {465--485.e5},
    year = {2017},
    doi = {10.1016/j.neuron.2017.04.018}
}

@misc{mupetwiki2019,
    author = {{Van Segbroeck}, Maarten and Knoll, Aaron T. and Levitt, Patricia and Narayanan, Shrikanth},
    title = {MUPET Wiki},
    year = {2019},
    howpublished = {\url{https://github.com/mvansegbroeck/mupet/wiki/MUPET-wiki}},
    note = {Accessed: 2025}
}