Cannot load timit_asr data set
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Thanks for reporting, @bhaddow.

I'm fixing it.
2022-05-31T08:40:38Z
https://github.com/huggingface/datasets/issues/4422#issuecomment-1141846091
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Thanks for the quick fix!
2022-05-31T21:53:25Z
https://github.com/huggingface/datasets/issues/4422#issuecomment-1142673674
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@bhaddow we have also made a fix so that you don't have to convert to uppercase the file extensions of the LDC data.

Would you mind checking if it works OK now for you and reporting if there are any issues? Thanks. 
2022-06-01T14:10:41Z
https://github.com/huggingface/datasets/issues/4422#issuecomment-1143663456
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2022-06-01T14:11:24Z
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Hi @albertvillanova  -It loads fine on a copy of the data from deepai - although I have to remove the copies of the .WAV files (with extension .WAV,wav). On a copy of the data that was obtained from the LDC, the glob still fails to find the files. The LDC copy looks like it was copied from CD, in 2004, so the structure may be different to a current download.
2022-06-01T15:42:45Z
https://github.com/huggingface/datasets/issues/4422#issuecomment-1143774329
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Ah, if I change the train/ and test/ directories to TRAIN/ and TEST/  then it works!
2022-06-01T15:49:30Z
https://github.com/huggingface/datasets/issues/4422#issuecomment-1143782903
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Thanks for your investigation and report, @bhaddow. I'm adding another fix for the TRAIN/train and TEST/test directory names.
2022-06-02T06:34:05Z
https://github.com/huggingface/datasets/issues/4422#issuecomment-1144491233
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## Describe the bug
I am trying to load the timit_asr data set. I have tried with a copy from the LDC, and a copy from deepai. In both cases they fail with a "duplicate key" error. With the LDC version I have to convert the file extensions all to upper-case before I can load it at all.

## Steps to reproduce the bug
```python
timit = datasets.load_dataset("timit_asr", data_dir = "/path/to/dataset")
# Sample code to reproduce the bug
```

## Expected results

The data set should load without error. It worked for me before the LDC url change.

## Actual results
```
datasets.keyhash.DuplicatedKeysError: FAILURE TO GENERATE DATASET !
Found duplicate Key: SA1
Keys should be unique and deterministic in nature
```

## Environment info
<!-- You can run the command `datasets-cli env` and copy-and-paste its output below. -->
- `datasets` version:
- `datasets` version: 2.2.2
- Platform: Linux-5.4.0-90-generic-x86_64-with-glibc2.17
- Python version: 3.8.12
- PyArrow version: 8.0.0
- Pandas version: 1.4.2

