Datasets:
File size: 3,329 Bytes
be0f5aa 5f3ad3b be0f5aa 5f3ad3b be0f5aa 5f3ad3b 6db6805 5f3ad3b be0f5aa | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 | ---
license: cc-by-4.0
task_categories:
- audio-classification
pretty_name: Beehive States (official HEAR folds)
size_categories:
- 1K<n<10K
configs:
- config_name: fold0
data_files:
- split: train
path: fold0/train-*
- split: validation
path: fold0/validation-*
- split: test
path: fold0/test-*
- config_name: fold1
data_files:
- split: train
path: fold1/train-*
- split: validation
path: fold1/validation-*
- split: test
path: fold1/test-*
dataset_info:
- config_name: fold0
features:
- name: audio
dtype:
audio:
sampling_rate: 48000
- name: label
dtype:
class_label:
names:
'0': NOQUEEN
'1': QUEEN
splits:
- name: train
num_bytes: 14745623040
num_examples: 256
- name: validation
num_bytes: 1843202880
num_examples: 32
- name: test
num_bytes: 16588825920
num_examples: 288
download_size: 33178145016
dataset_size: 33177651840
- config_name: fold1
features:
- name: audio
dtype:
audio:
sampling_rate: 48000
- name: label
dtype:
class_label:
names:
'0': NOQUEEN
'1': QUEEN
splits:
- name: train
num_bytes: 14745623040
num_examples: 256
- name: validation
num_bytes: 1843202880
num_examples: 32
- name: test
num_bytes: 16588825920
num_examples: 288
download_size: 33178145016
dataset_size: 33177651840
---
# Beehive States for MTEB
This artifact contains the two official full-mode Beehive States folds from
HEAR release 2021.3. Each fold contains the same 576 ten-minute, mono, 48 kHz
PCM16 NU-Hive recordings, but preserves HEAR's released preprocessing output
and cross-hive split independently. Fold 0 trains and validates on Hive 1 and
tests on Hive 3; fold 1 reverses the hives. Labels are `NOQUEEN` and `QUEEN`.
The 576 IDs and labels agree across folds, but none of the corresponding WAV
payloads are byte-identical. Consumers must therefore use the audio from the
selected configuration instead of treating the two folds as split metadata
over one shared audio table.
The source recordings are from
[NU-Hive Zenodo record 2667806](https://zenodo.org/records/2667806). The exact
preprocessed archives are from
[HEAR Zenodo record 6332517](https://zenodo.org/records/6332517):
| Fold | Archive | Size | MD5 |
| --- | --- | ---: | --- |
| fold0 | `hear2021-beehive_states_fold0-v2-full-48000.tar.gz` | 20,806,900,496 | `f9e045f9b2ddf5643edc1143304c80aa` |
| fold1 | `hear2021-beehive_states_fold1-v2-full-48000.tar.gz` | 20,806,854,397 | `8bced7ce8336bf23fd61c61f04aee109` |
`beehive_artifact_manifest.json` records the immutable source record, HEAR
preprocessing revision, split, label, and SHA-256 for every embedded WAV.
## License and citation
The source and HEAR release declare CC BY 4.0. Users must preserve attribution
to the NU-Hive and HEAR authors. Cite:
```bibtex
@inproceedings{nolasco2019beehive,
author = {Ines Nolasco and Alessandro Terenzi and Stefania Cecchi and Simone Orcioni and Helen L. Bear and Emmanouil Benetos},
booktitle = {2019 IEEE International Conference on Acoustics, Speech and Signal Processing},
doi = {10.1109/ICASSP.2019.8682981},
pages = {8256--8260},
title = {Audio-based Identification of Beehive States},
year = {2019}
}
```
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