Datasets:
Update README.md
Browse files
README.md
CHANGED
@@ -17,6 +17,23 @@ configs:
|
|
17 |
path: "test/*.tar"
|
18 |
---
|
19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
20 |
## Using Webdataset
|
21 |
```python
|
22 |
import torch
|
@@ -33,3 +50,15 @@ dataset = wds.WebDataset(url, shardshuffle=None).decode(wds.torch_audio)
|
|
33 |
for sample in dataset:
|
34 |
print(sample.keys())
|
35 |
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
17 |
path: "test/*.tar"
|
18 |
---
|
19 |
|
20 |
+
# Clotho-Moment
|
21 |
+
This repository provides wav files used in Language-based audio moment retrieval.
|
22 |
+
|
23 |
+
Each sample includes long audio containing some audio events with the temporal and textual annotation.
|
24 |
+
|
25 |
+
|
26 |
+
## Split
|
27 |
+
- Train
|
28 |
+
- train/train-{000..715}.tar
|
29 |
+
- 37930 audio samples
|
30 |
+
- Valid
|
31 |
+
- valid/valid-{000..108}.tar
|
32 |
+
- 5741 audio samples
|
33 |
+
- Test
|
34 |
+
- test/test-{000..142}.tar
|
35 |
+
- 7569 audio samples
|
36 |
+
|
37 |
## Using Webdataset
|
38 |
```python
|
39 |
import torch
|
|
|
50 |
for sample in dataset:
|
51 |
print(sample.keys())
|
52 |
```
|
53 |
+
|
54 |
+
## Citation
|
55 |
+
```bibtex
|
56 |
+
@inproceedings{munakata2025language,
|
57 |
+
title={Language-based Audio Moment Retrieval},
|
58 |
+
author={Munakata, Hokuto and Nishimura, Taichi and Nakada, Shota and Komatsu, Tatsuya},
|
59 |
+
booktitle={ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
|
60 |
+
pages={1--5},
|
61 |
+
year={2025},
|
62 |
+
organization={IEEE}
|
63 |
+
}
|
64 |
+
```
|