Pre-Built Speech Corpora for Faster Model Development
Ready-to-use multilingual speech datasets with full provenance documentation. Skip the 6-month collection cycle. Start training today.
Six families of production-ready speech data
European Languages
Norwegian, Swedish, Danish, Finnish, German, French, Spanish, Italian, Dutch, Polish. Read, spontaneous, and conversational speech across major EU languages.
Nordic Dialects
Deep dialect coverage: Bergen, Oslo, Stavanger, Trondheim, Northern Norwegian. Stockholm, Gothenburg, Skane Swedish.
Automotive
In-vehicle recordings with noise-condition metadata. Highway, urban, and idle states across multiple European languages.
Healthcare
Clinical terminology and patient-provider dialogue (anonymized). HIPAA-compatible processing with full de-identification.
Code-Switching
Bilingual corpora with real multilingual speakers. Norwegian-English, German-Turkish, French-Arabic, and more.
Evaluation Sets
Benchmark datasets for testing ASR model performance across dialects and accents. Phonetically balanced with demographic metadata.
Audio without metadata is unusable
You can't fine-tune on speakers you can't characterize. You can't balance training sets without demographic data. You can't satisfy compliance without consent documentation. Every YPAI dataset ships complete.
Audio Files
Configurable sample rate, lossless formats standard
Transcriptions
Time-aligned, speaker-tagged, normalized variants
Speaker Metadata
Age, gender, accent, dialect, location, device, environment
Consent Docs
Individual consent records with revocation support
Data Cards
Article 10 compliant documentation and bias analysis
QA Metrics
Acceptance rate, inter-annotator agreement scores
Off-the-shelf datasets vs. custom collection
Pre-built corpora for speed. Custom collection for precision. Both with full provenance.
Many teams start with off-the-shelf datasets for prototyping and benchmarking, then commission custom collection for production training once requirements are validated. Both options include identical metadata and consent documentation.
From sample to production
Evaluate before you commit. Every dataset is available for sampling before licensing.
Sample
Request representative samples from our catalog. Specify language, dialect, environment, and vertical.
Review
Evaluate audio quality, transcription accuracy, and metadata completeness against your pipeline requirements.
License
Choose your licensing model. Non-exclusive for cost efficiency, exclusive for competitive advantage.
Integrate
Receive structured delivery with documented schema. Plug directly into your training pipeline.
Ready to evaluate samples?
We don't ask you to trust marketing claims. Request sample datasets with full metadata so you can evaluate fit before any commercial discussion.
Norwegian-headquartered. EEA data residency. 100,000+ hours cataloged.