Commercial

German Speech Recognition Dataset

The German speech dataset contains high-quality audio recordings of real-world telephone dialogues between native German speakers, offering speech data with precise annotations for speech recognition, recognition models, and automatic speech technology, providing essential training data for recognition systems, machine learning, and accurate transcriptions in German-language applications

Get in touch Download sample
  • Hours
    431
  • Speakers
    590+
  • Sentence Accuracy Rate
    95%
  • NLP
  • LLM
  • Machine Learning
  • Audio Processing
  • ASR
  • Voice Recognition

The German speech dataset contains high-quality audio recordings of real-world telephone dialogues between native German speakers, offering speech data with precise annotations for speech recognition, recognition models, and automatic speech technology, providing essential training data for recognition systems, machine learning, and accurate transcriptions in German-language applications

Get in touch Download sample
  • NLP
  • LLM
  • Machine Learning
  • Audio Processing
  • ASR
  • Voice Recognition
  • Hours
    431
  • Speakers
    590+
  • Sentence Accuracy Rate
    95%

Dataset Info

Characteristic Data
Description Audio of telephone dialogues in German for training NLP models in real-world conversational scenarios.
Data types Audio
Tasks Speech recognition, NLP
Country Germany (DEU)
Hours of telephone dialogue 431
Number of speakers 592
Labeling Annotation (text content, speaker's ID, gender, age and other attributes)
Gender Male (54%), Female (46%)
Recording device Android smartphone, iPhone
Download sample

Statistics

Distribution by gender

Technical
Characteristics

Characteristic Data
Audio Format WAV
Sampling Rate 8kHz
Number of Channels Mono
Bit Depth 8 bit
Recording condition Low background noise (indoor)
Source and collection methodology: Data was collected by a partner of Unidata.

Dataset Use Cases

  • Call Centers & Customer Support

    Improving German Telephone Dialogue Recognition

    German Speech Recognition Dataset includes real audio recordings from customer conversations. With speech data collected from native speakers, it strengthens recognition systems in call centers. Companies use it to improve automatic speech recognition, reduce transcription errors, and better handle conversational speech across German-speaking regions.



  • AI & Machine Learning Research

    Training Data for German Speech Models

    This dataset provides reliable training data for machine learning projects. The dataset consists of audio files and German text transcriptions from diverse speech patterns. Researchers apply it to train recognition models that achieve high accuracy in recognition tasks and transcribing speech for both academic and commercial use.



  • Multilingual & Cross-Language Applications

    Supporting Translation and Natural Language Processing

    The dataset is valuable for multilingual speech systems. Developers combine it with different languages to create recognition technology for global platforms. Its audio quality and speech data help enhance natural language translation, speech processing, and cross-lingual recognition systems, making it ideal for international NLP applications.

  • Commercial & Industrial Use

    Deploying German Dialogue Recognition in Real Scenarios

    Businesses rely on German Speech Recognition Dataset to improve voice assistants, transcription platforms, and speech technology tools. Since the database contains recordings from various German speakers, it ensures accurate transcriptions and high accuracy in real-world applications, supporting industries that depend on reliable speech recognition technology.



FAQs

How diverse is German Speech Recognition Dataset?
The dataset includes 592 speakers, with 54% male and 46% female, covering a variety of ages and speech patterns. This diversity improves the performance of recognition systems by capturing natural German speech variations.
What types of annotations are provided?
This speech recognition dataset includes text transcriptions of dialogues and metadata such as speaker ID, gender, and age. These annotations support speech recognition tasks, machine learning training data, and accurate transcriptions.
Is it possible to request a custom dataset?
Yes, Unidata offers custom datasets tailored to your needs. You can request datasets with specific German dialects, different speaker demographics, or specialized recording conditions to train more accurate recognition models.
Can I request a sample of German Speech Recognition Dataset before purchasing or downloading it?
Yes, a sample of the dataset can be provided. This allows you to review audio quality, speech data, and metadata annotations before making a purchase decision.
Do Unidata datasets follow GDPR or other data privacy regulations?
Yes. All Unidata datasets are curated in strict compliance with GDPR and other relevant data protection laws. Data is sourced ethically and legally to ensure it can be used safely in speech recognition models and machine learning applications.
How are Unidata datasets stored?
Unidata stores datasets on AWS cloud infrastructure, which guarantees scalability, reliability, and secure access. Storage and management practices comply with ISO 27001 and ISO 27701 standards, ensuring high-level data protection and privacy for sensitive speech data.
Is it unique data?
Yes. The dataset is built from original telephone dialogues recorded specifically for training automatic speech recognition systems. It provides unique conversational audio not found in publicly available collections.
Is this a real-world dataset or synthetic data?
This dataset consists of real-world conversational speech recorded in German over telephone calls. The audio captures authentic interactions from native speakers, making it ideal for realistic speech recognition and NLP training.
Still have questions about using Unidata datasets? Read our user-guides

Similar Datasets

What our clients are saying

UniData

4 3 Reviews

PA

Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

TH

Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

Why Choose Us

Unidata offers unparalleled expertise in AI data solutions, delivering superior data quality and optimized workflows

Expertise

Our team consists of industry-leading experts in AI data solutions

Quality

We ensure superior data quality to maximize your AI project's potential

Efficiency

Our optimized workflows accelerate your model training processes

Proven Results

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Customization

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Support

We provide ongoing support and consultation to ensure continuous success
background
team
1000 +
full-time assessors

Ready to get started?

Tell us what you need — we’ll reply within 24h with a free estimate

    What service are you looking for? *
    What service are you looking for?
    Data Labeling
    Data Collection
    Ready-made Datasets
    Human Moderation
    Medicine
    Other (please describe below)
    What's your budget range? *
    What's your budget range?
    < $1,000
    $1,000 – $5,000
    $5,000 – $10,000
    $10,000 – $50,000
    $50,000+
    Not sure yet
    Where did you hear about Unidata? *
    Where did you hear about Unidata?
    Head of Client Success
    Andrew
    Head of Client Success

    — I'll guide you through every step, from your first
    message to full project delivery

    Thank you for your
    message

    It has been successfully sent!

    We use cookies to enhance your experience, personalize content, ads, and analyze traffic. By clicking 'Accept All', you agree to our Cookie Policy.