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  - **Fine-Tuning script:** [research-projects/xtreme-s](https://github.com/huggingface/transformers/tree/main/examples/pytorch/audio-classification)
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  - **Paper:** [Multilingual and Cross-Lingual Intent Detection from Spoken Data](https://arxiv.org/abs/2104.08524)
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- - **Total amount of disk used:** ca. 5 GB
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  MINDS-14 is training and evaluation resource for intent detection task with spoken data. It covers 14
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  intents extracted from a commercial system in the e-banking domain, associated with spoken examples in 14 diverse language varieties.
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  ## Dataset Structure
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  An example of a datainstance of the config `fr-FR` looks as follows:
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  {
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  "path": "/home/patrick/.cache/huggingface/datasets/downloads/extracted/3ebe2265b2f102203be5e64fa8e533e0c6742e72268772c8ac1834c5a1a921e3/fr-FR~ADDRESS/response_4.wav",
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  "audio": {
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  "intent_class": 1,
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  "lang_id": 6,
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  }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Dataset Creation
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  - **Fine-Tuning script:** [research-projects/xtreme-s](https://github.com/huggingface/transformers/tree/main/examples/pytorch/audio-classification)
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  - **Paper:** [Multilingual and Cross-Lingual Intent Detection from Spoken Data](https://arxiv.org/abs/2104.08524)
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+ - **Total amount of disk used:** ca. 500 MB
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  MINDS-14 is training and evaluation resource for intent detection task with spoken data. It covers 14
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  intents extracted from a commercial system in the e-banking domain, associated with spoken examples in 14 diverse language varieties.
 
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  ## Dataset Structure
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+ We show detailed information the example configurations `fr-FR` of the dataset.
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+ All other configurations have the same structure.
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+
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+ ### Data Instances
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+
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+ **fr-FR**
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+
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+ - Size of downloaded dataset files: 471 MB
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+ - Size of the generated dataset: 300 KB
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+ - Total amount of disk used: 471 MB
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+
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  An example of a datainstance of the config `fr-FR` looks as follows:
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+ ```
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  {
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  "path": "/home/patrick/.cache/huggingface/datasets/downloads/extracted/3ebe2265b2f102203be5e64fa8e533e0c6742e72268772c8ac1834c5a1a921e3/fr-FR~ADDRESS/response_4.wav",
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  "audio": {
 
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  "intent_class": 1,
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  "lang_id": 6,
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  }
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+ ```
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+
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+ ### Data Fields
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+ The data fields are the same among all splits.
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+
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+ - **path** (str): Path to the audio file
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+ - **audio** (dict): Audio object including loaded audio array, sampling rate and path ot audio
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+ - **transcription** (str): Transcription of the audio file
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+ - **english_transcription** (str): English transcription of the audio file
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+ - **intent_class** (int): Class id of intent
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+ - **lang_id** (int): Id of language
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+
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+ ### Data Splits
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+ Every config only has the `"train"` split containing of *ca.* 600 examples.
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  ## Dataset Creation
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