Datasets:
Tasks:
Automatic Speech Recognition
Formats:
parquet
Languages:
Azerbaijani
Size:
100K - 1M
DOI:
License:
| license: cc-by-nc-4.0 | |
| task_categories: | |
| - automatic-speech-recognition | |
| language: | |
| - az | |
| tags: | |
| - speech | |
| - audio | |
| - azerbaijani | |
| - asr | |
| size_categories: | |
| - 100K<n<1M | |
| pretty_name: Azerbaijani ASR Dataset | |
| # Azerbaijani ASR Dataset | |
| ## Dataset Description | |
| This dataset contains Azerbaijani speech data for Automatic Speech Recognition (ASR) tasks. | |
| ### Dataset Summary | |
| - **Language**: Azerbaijani (az) | |
| - **Task**: Automatic Speech Recognition | |
| - **Total Duration**: ~334 hours | |
| - **Total Samples**: ~351,000 audio-text pairs | |
| - **Audio Format**: WAV, 16kHz sampling rate | |
| - **License**: CC-BY-NC-4.0 | |
| ### Dataset Structure | |
| Each audio segment is specially numbered so that you can merge them if you need to create longer segments. | |
| ```python | |
| DatasetDict({ | |
| train: Dataset({ | |
| features: ['audio', 'text', 'duration', 'audio_file'], | |
| num_rows: [total_samples] | |
| }) | |
| }) | |
| ``` | |
| ### Features | |
| - `audio`: Audio file (WAV format, 16kHz) | |
| - `text`: Transcription of the audio (Azerbaijani text) | |
| - `duration`: Duration of audio clip in seconds | |
| - `audio_file`: Original filename of the audio segment | |
| ### Usage | |
| ```python | |
| from datasets import load_dataset | |
| # Load the dataset | |
| dataset = load_dataset("LocalDoc/azerbaijani_asr") | |
| # Access train split | |
| train_dataset = dataset["train"] | |
| # Example usage | |
| for example in train_dataset: | |
| audio = example["audio"] | |
| text = example["text"] | |
| duration = example["duration"] | |
| ``` | |
| ### Duration Distribution | |
| - 0-2 sec: 36.1% | |
| - 2-5 sec: 47.2% | |
| - 5-10 sec: 14.6% | |
| - 10-20 sec: 2.0% | |
| - 20+ sec: 0.1% | |
| ### Use Cases | |
| - Fine-tuning Whisper models for Azerbaijani | |
| - Training new ASR models for Azerbaijani language | |
| - Benchmarking ASR performance on Azerbaijani | |
| ### Citation | |
| If you use this dataset, please cite: | |
| ``` | |
| @dataset{azerbaijani_asr_2025, | |
| title={Azerbaijani ASR Dataset}, | |
| author={LocalDoc}, | |
| year={2025}, | |
| url={https://huggingface.co/datasets/LocalDoc/azerbaijani_asr} | |
| } | |
| ``` |