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Update README
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README.md
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# Google/MusicCapsをスペクトログラムにしたデータ。
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## Dataset information
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<table>
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<thead>
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* <font color="red">Subset <b>data 1300-1600</b> and <b>data 3400-3600</b> are not working now, so please get subset_name_list</n>
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those were removed first</font>.
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### 1 : get information about this dataset:
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```python
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# Extract dataset's information using huggingface API
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import requests
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headers = {"Authorization": f"Bearer {API token}"}
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API_URL = "https://datasets-server.huggingface.co/info?dataset=mb23%2FGraySpectrogram"
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def query():
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response = requests.get(API_URL, headers=headers)
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return response.json()
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data = query()
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# Make subset name list.
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for dic in data["failed"]:
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subset_name_list.append(dic["config"])
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# print(dic["config"])
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subset_name_list = sorted(subset_name_list, key=natural_keys)
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remove_list = [
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"data 1300-1600",
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"data 3400-3600"
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]
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for remove_dataset in remove_list:
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if remove_dataset in subset_name_list:
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subset_name_list.remove(remove_dataset)
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else:
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pass
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subset_name_list
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'''
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['data 0-200',
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'data 200-600',
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'data 600-1000',
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'data 1000-1300',
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'data 1600-2000',
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'data 2000-2200',
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'data 2200-2400',
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'data 2400-2600',
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'data 2600-2800',
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'data 3000-3200',
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'data 3200-3400',
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'data 3600-3800',
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'data 3800-4000',
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'data 4000-4200',
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'data 4200-4400',
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'data 4400-4600',
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'data 4600-4800',
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'data 4800-5000',
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'data 5000-5200',
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'data 5200-5520']
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'''
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*
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```python
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data = load_dataset("mb23/GraySpectrogram", subset_name_list[0])
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for subset in subset_name_list:
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# Confirm subset_list doesn't include "remove_list" datasets in the above cell.
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```
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* You can use the code below:
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* <font color="red">...but (;・∀・)I don't know whether this code works efficiently, because I haven't tried this code so far</color>
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```python
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# Google/MusicCapsをスペクトログラムにしたデータ。
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* <font color="red">The dataset viwer of this repository is truncated, so maybe you should see <a href="https://huggingface.co/datasets/mb23/GraySpectrotram_example">this one</a> instaed.</font>
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## Dataset information
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<table>
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<thead>
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* <font color="red">Subset <b>data 1300-1600</b> and <b>data 3400-3600</b> are not working now, so please get subset_name_list</n>
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those were removed first</font>.
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### 1 : get information about this dataset:
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# Make subset name list.
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* copy this~~
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```python
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'''
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if you use GoogleColab, remove # to install packages below..
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'''
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#!pip install datasets
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#!pip install huggingface-hub
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#!huggingface-cli login
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import datasets
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from datasets import load_dataset
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# make subset_name_list
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subset_name_list = [
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'data 0-200',
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'data 200-600',
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'data 600-1000',
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'data 1000-1300',
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'data 1600-2000',
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'data 2000-2200',
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'data 2200-2400',
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'data 2400-2600',
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'data 2600-2800',
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'data 3000-3200',
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'data 3200-3400',
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'data 3600-3800',
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'data 3800-4000',
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'data 4000-4200',
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'data 4200-4400',
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'data 4400-4600',
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'data 4600-4800',
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'data 4800-5000',
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'data 5000-5200',
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'data 5200-5520'
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]
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# load_all_datasets
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data = load_dataset("mb23/GraySpectrogram", subset_name_list[0])
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for subset in subset_name_list:
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# Confirm subset_list doesn't include "remove_list" datasets in the above cell.
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```
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### 2 : load dataset and change to dataloader:
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* You can use the code below:
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* <font color="red">...but (;・∀・)I don't know whether this code works efficiently, because I haven't tried this code so far</color>
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```python
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