---
license: cc-by-nc-nd-4.0
task_categories:
- automatic-speech-recognition
- audio-classification
tags:
- speech recognition
- machine learning
- NLP
- ASR
- audio
- speech
size_categories:
- 1K<n<10K
---
# German Speech Dataset for recognition task
Dataset comprises **431** hours of telephone dialogues in German, collected from **590+** native speakers across various topics and domains, achieving an impressive **95%** sentence accuracy rate. It is designed for research in **automatic speech recognition** (ASR) systems.

By utilizing this dataset, researchers and developers can advance their understanding and capabilities in **transcribing audio**, and **natural language processing** (NLP).  - **[Get the data](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=german-speech-recognition-dataset)**

 The dataset contains diverse audio files that represent different accents and dialects, making it a comprehensive resource for training and evaluating recognition models.

# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=german-speech-recognition-dataset) to discuss your requirements and pricing options.

## Metadata for the dataset
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F602775557600742814487a26ed7d34bb%2FFrame%202%20(1).png?generation=1741267375174939&alt=media)
- **Audio files:** High-quality recordings in **WAV** format
- **Text transcriptions:** Accurate and detailed **transcripts** for each audio segment
- **Speaker information:** Metadata on **native speakers**, including **gender** and etc
- **Topics:** Diverse domains such as **general conversations**, **business** and etc

This dataset is essential for anyone looking to improve speech recognition technology and develop more effective automatic speech systems.

# 🌐 [UniData](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=german-speech-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects