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README.md

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+---
+language:
+- en
+task_categories:
+- automatic-speech-recognition
+tags:
+- aviation
+- ATIS
+- whisper
+- speech
+size_categories:
+- n<1K
+---
+
+# T-ATIS Dataset
+
+## Dataset Description
+
+This dataset contains aviation ATIS (Automatic Terminal Information Service) recordings for fine-tuning Whisper ASR models.
+
+### Dataset Summary
+
+- **Language:** English
+- **Domain:** Aviation/ATC (Air Traffic Control)
+- **Task:** Automatic Speech Recognition
+- **Total Samples:** 20
+- **Train Samples:** 18
+- **Validation Samples:** 2
+
+### Data Fields
+
+- `audio`: Audio file sampled at 16kHz
+- `sentence`: Human-corrected transcription of the audio
+
+### Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("Mrjadkowski/t-atis-whisper")
+
+# Access samples
+print(dataset["train"][0])
+```
+
+### Fine-tuning Whisper
+
+This dataset is formatted for direct use with Whisper fine-tuning scripts:
+
+```python
+from transformers import WhisperProcessor, WhisperForConditionalGeneration
+from datasets import load_dataset
+
+dataset = load_dataset("Mrjadkowski/t-atis-whisper")
+processor = WhisperProcessor.from_pretrained("openai/whisper-base")
+model = WhisperForConditionalGeneration.from_pretrained("openai/whisper-base")
+
+# Your training code here
+```
+
+### Data Collection
+
+Audio recordings collected from live ATIS broadcasts at various airports.
+Transcriptions manually corrected for accuracy.
+
+### License
+
+Please ensure compliance with aviation data usage regulations.

dataset_dict.json

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+{"splits": ["train", "validation"]}

train/data-00000-of-00001.arrow

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train/dataset_info.json

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+{
+  "citation": "",
+  "description": "",
+  "features": {
+    "audio": {
+      "sampling_rate": 16000,
+      "_type": "Audio"
+    },
+    "sentence": {
+      "dtype": "string",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": ""
+}

train/state.json

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+}

validation/data-00000-of-00001.arrow

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validation/dataset_info.json

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+{
+  "citation": "",
+  "description": "",
+  "features": {
+    "audio": {
+      "sampling_rate": 16000,
+      "_type": "Audio"
+    },
+    "sentence": {
+      "dtype": "string",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": ""
+}

validation/state.json

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+}