Duplicate from MikCil/f1-team-radio

Co-authored-by: Michele Ciletti <MikCil@users.noreply.huggingface.co>

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README.md

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+---
+license: cc-by-4.0
+task_categories:
+  - automatic-speech-recognition
+  - audio-classification
+language:
+  - en
+tags:
+  - f1
+  - formula-1
+  - formula-one
+  - team-radio
+  - motorsport
+  - racing
+  - speech
+  - audio
+pretty_name: F1 Team Radio Transcriptions
+size_categories:
+  - 10K<n<100K
+---
+
+# F1 Team Radio Dataset
+
+A comprehensive dataset of Formula 1 team radio communications with transcriptions.
+
+## Dataset Description
+
+This dataset contains team radio audio clips from Formula 1 races along with their text transcriptions. Team radio communications are the real-time messages exchanged between F1 drivers and their pit wall engineers during race weekends.
+
+## Dataset Statistics
+
+| Metric | Value |
+|--------|-------|
+| Total audio clips | 14,681 |
+| Grand Prix events | 149 |
+| Unique drivers | 43 |
+| Date range | 2018-03-25 to 2025-12-07 |
+
+### Top Drivers by Message Count
+
+| Driver ID | Messages |
+|-----------|----------|
+| LEWHAM01 | 1,685 |
+| MAXVER01 | 1,494 |
+| LANNOR01 | 1,137 |
+| CARSAI01 | 898 |
+| CHALEC01 | 754 |
+| GEORUS01 | 717 |
+| VALBOT01 | 686 |
+| DANRIC01 | 673 |
+| SERPER01 | 613 |
+| PIEGAS01 | 557 |
+
+## Data Fields
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `id` | `string` | Unique identifier for each radio message |
+| `driver_id` | `string` | Driver code (e.g., `MAXVER01` for Max Verstappen) |
+| `racing_number` | `string` | Driver's car number |
+| `grand_prix` | `string` | Full Grand Prix name (e.g., "2024 Monaco Grand Prix") |
+| `race_id` | `string` | Race identifier (e.g., `2024_Monaco_Grand_Prix`) |
+| `session_date` | `string` | Date of the session (YYYY-MM-DD) |
+| `message_timestamp` | `string` | UTC timestamp of the message |
+| `audio` | `Audio` | Audio clip (MP3, resampled to 16kHz) |
+| `transcription` | `string` | Text transcription of the radio message |
+
+## Driver ID Format
+
+Driver IDs follow the official F1 format: **first 3 letters of surname + first 3 letters of first name + identifier number**.
+
+Examples:
+- `MAXVER01` → Max Verstappen
+- `LEWHAM01` → Lewis Hamilton  
+- `CHALEC01` → Charles Leclerc
+- `LANNOR01` → Lando Norris
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+ds = load_dataset("MikCil/f1-team-radio", split="train")
+
+# View a sample
+print(ds[0])
+
+# Filter by driver
+verstappen = ds.filter(lambda x: x["driver_id"] == "MAXVER01")
+
+# Filter by race
+monaco_2024 = ds.filter(lambda x: "Monaco" in x["grand_prix"])
+```
+
+### Playing Audio
+
+```python
+from IPython.display import Audio as IPythonAudio
+
+sample = ds[0]
+IPythonAudio(
+    sample["audio"]["array"], 
+    rate=sample["audio"]["sampling_rate"]
+)
+```
+
+### Fine-tuning ASR Models
+
+This dataset can be used to fine-tune speech recognition models on F1-specific vocabulary (driver names, technical terms, etc.)
+
+```python
+from transformers import WhisperForConditionalGeneration, WhisperProcessor
+```
+
+## Transcription Method
+
+Audio files were transcribed using [Cohere Transcribe 03-2026](https://huggingface.co/CohereLabs/cohere-transcribe-03-2026), an efficient open-source automatic speech recognition model.
+
+## License
+
+This dataset is released under the [CC BY 4.0 License](https://creativecommons.org/licenses/by/4.0/).
+
+## Citation
+
+```bibtex
+@dataset{f1_team_radio,
+  author = {Michele Ciletti},
+  title = {F1 Team Radio Dataset},
+  year = {2025},
+  publisher = {Hugging Face},
+  howpublished = {\url{https://huggingface.co/datasets/MikCil/f1-team-radio}}
+}
+```
+
+## Acknowledgments
+
+- Formula 1 for the original broadcasts
+- Cohere Labs for transcription 
+

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