Datasets:
Add files using upload-large-folder tool
Browse files- README.md +51 -59
- asr_calls_v2/train/train-00000.tar +3 -0
- asr_calls_v2/validate/validate-00000.tar +3 -0
- buriy_audio_books_2/train/train-00000.tar +3 -0
- buriy_audio_books_2/validate/validate-00000.tar +3 -0
- public_youtube700/train/train-00000.tar +3 -0
- public_youtube700/validate/validate-00000.tar +3 -0
README.md
CHANGED
|
@@ -1,40 +1,49 @@
|
|
| 1 |
---
|
|
|
|
| 2 |
language:
|
| 3 |
- ru
|
| 4 |
-
license: cc-by-nc-4.0
|
| 5 |
-
task_categories:
|
| 6 |
-
- automatic-speech-recognition
|
| 7 |
-
size_categories:
|
| 8 |
-
- 10K<n<100K
|
| 9 |
tags:
|
| 10 |
- audio
|
| 11 |
- speech
|
| 12 |
- Russian
|
| 13 |
- ASR
|
|
|
|
| 14 |
- voice
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
-
|
| 19 |
-
|
| 20 |
-
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
-
|
| 25 |
-
|
| 26 |
-
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
-
|
| 31 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 32 |
---
|
|
|
|
|
|
|
| 33 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
|
| 35 |
-
## Dataset Description
|
| 36 |
|
| 37 |
-
open_stt is a Russian dataset for speech research.
|
| 38 |
|
| 39 |
## Subsets
|
| 40 |
|
|
@@ -43,41 +52,8 @@ The dataset contains three subsets:
|
|
| 43 |
- **buriy_audio_books_2**: books recordings
|
| 44 |
- **public_youtube700**: youtube recordings
|
| 45 |
|
| 46 |
-
## Dataset Structure
|
| 47 |
-
|
| 48 |
-
This dataset is organized in the Common Voice format:
|
| 49 |
-
|
| 50 |
-
- `/audio/{subset}/{split}/` - Contains TAR files with audio files
|
| 51 |
-
- `/metadata/{subset}/` - Contains TSV files with transcriptions
|
| 52 |
-
- `/n_shards.json` - Contains information about the number of shards for each subset and split
|
| 53 |
-
|
| 54 |
-
## Usage
|
| 55 |
-
|
| 56 |
-
```python
|
| 57 |
-
from datasets import load_dataset
|
| 58 |
-
from torch.utils.data import DataLoader
|
| 59 |
-
|
| 60 |
-
# Загрузка public_youtube700 подмножества, тренировочного сплита
|
| 61 |
-
dataset = load_dataset("Sh1man/silero_open_stt", "public_youtube700", split="train")
|
| 62 |
-
|
| 63 |
-
# Или использование всего датасета
|
| 64 |
-
dataset = load_dataset("Sh1man/silero_open_stt", "public_youtube700")
|
| 65 |
-
train_dataset = dataset["train"]
|
| 66 |
-
test_dataset = dataset["test"]
|
| 67 |
-
|
| 68 |
-
# Создание DataLoader
|
| 69 |
-
dataloader = DataLoader(dataset, batch_size=32)
|
| 70 |
-
|
| 71 |
-
# Доступ к данным
|
| 72 |
-
for batch in dataloader:
|
| 73 |
-
print(batch["audio"])
|
| 74 |
-
print(batch["text"])
|
| 75 |
-
```
|
| 76 |
-
|
| 77 |
-
|
| 78 |
## Dataset Statistics
|
| 79 |
-
|
| 80 |
-
|
| 81 |
### asr_calls_v2 subset
|
| 82 |
|
| 83 |
| Split | Samples |
|
|
@@ -100,4 +76,20 @@ for batch in dataloader:
|
|
| 100 |
|-------|--------|
|
| 101 |
| train | 4386 |
|
| 102 |
| validate | 2925 |
|
| 103 |
-
| **Total** | **7311** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
license: cc-by-nc-4.0
|
| 3 |
language:
|
| 4 |
- ru
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
tags:
|
| 6 |
- audio
|
| 7 |
- speech
|
| 8 |
- Russian
|
| 9 |
- ASR
|
| 10 |
+
- mp3
|
| 11 |
- voice
|
| 12 |
+
configs:
|
| 13 |
+
- config_name: asr_calls_v2
|
| 14 |
+
data_files:
|
| 15 |
+
- split: train
|
| 16 |
+
path: "asr_calls_v2/train/*.tar"
|
| 17 |
+
- split: validate
|
| 18 |
+
path: "asr_calls_v2/validate/*.tar"
|
| 19 |
+
- config_name: buriy_audio_books_2
|
| 20 |
+
data_files:
|
| 21 |
+
- split: train
|
| 22 |
+
path: "buriy_audio_books_2/train/*.tar"
|
| 23 |
+
- split: validate
|
| 24 |
+
path: "buriy_audio_books_2/validate/*.tar"
|
| 25 |
+
- config_name: public_youtube700
|
| 26 |
+
data_files:
|
| 27 |
+
- split: train
|
| 28 |
+
path: "public_youtube700/train/*.tar"
|
| 29 |
+
- split: validate
|
| 30 |
+
path: "public_youtube700/validate/*.tar"
|
| 31 |
+
size_categories:
|
| 32 |
+
- n<100K
|
| 33 |
---
|
| 34 |
+
## Dataset Description
|
| 35 |
+
Набор данных validated.tsv отфильтрованный по down_votes = 0
|
| 36 |
|
| 37 |
+
### Usage
|
| 38 |
+
|
| 39 |
+
```python
|
| 40 |
+
from datasets import load_dataset, Audio
|
| 41 |
+
|
| 42 |
+
dataset = load_dataset("Sh1man/silero_open_stt", "asr_calls_v2", split="train")
|
| 43 |
+
print(dataset[0]['wav'])
|
| 44 |
+
```
|
| 45 |
|
|
|
|
| 46 |
|
|
|
|
| 47 |
|
| 48 |
## Subsets
|
| 49 |
|
|
|
|
| 52 |
- **buriy_audio_books_2**: books recordings
|
| 53 |
- **public_youtube700**: youtube recordings
|
| 54 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 55 |
## Dataset Statistics
|
| 56 |
+
|
|
|
|
| 57 |
### asr_calls_v2 subset
|
| 58 |
|
| 59 |
| Split | Samples |
|
|
|
|
| 76 |
|-------|--------|
|
| 77 |
| train | 4386 |
|
| 78 |
| validate | 2925 |
|
| 79 |
+
| **Total** | **7311** |
|
| 80 |
+
|
| 81 |
+
### Licensing Information
|
| 82 |
+
|
| 83 |
+
Public Domain, [CC-0](https://creativecommons.org/share-your-work/public-domain/cc0/)
|
| 84 |
+
|
| 85 |
+
### Citation Information
|
| 86 |
+
|
| 87 |
+
```
|
| 88 |
+
@inproceedings{commonvoice:2020,
|
| 89 |
+
author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
|
| 90 |
+
title = {Common Voice: A Massively-Multilingual Speech Corpus},
|
| 91 |
+
booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
|
| 92 |
+
pages = {4211--4215},
|
| 93 |
+
year = 2020
|
| 94 |
+
}
|
| 95 |
+
```
|
asr_calls_v2/train/train-00000.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d6895e20477622e281dc81aad17b17af5416f8bbd38b3a24ec6ca0805148490a
|
| 3 |
+
size 564162560
|
asr_calls_v2/validate/validate-00000.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8687d05813b83ad2672ae9235898361075f0dfb25981391b4413d6b96a8aad42
|
| 3 |
+
size 376606720
|
buriy_audio_books_2/train/train-00000.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4037513f910b279e04998e51e2a55b70587fe77acd3a33e32109959b3080938e
|
| 3 |
+
size 360683520
|
buriy_audio_books_2/validate/validate-00000.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:18bb70e03841533560c129c7b94a632a82b22f8b34e5b13c9fb697e8621840e4
|
| 3 |
+
size 233963520
|
public_youtube700/train/train-00000.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc8e65a31f185e8c6b6257a9d53bc82d9fdae1208487d7e82b9c1f05ca5de6b9
|
| 3 |
+
size 327536640
|
public_youtube700/validate/validate-00000.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f8fc603ec0d3f7b47b8be22f24e14e3721974fb8818d2c0937424522f1da283
|
| 3 |
+
size 214886400
|