Verbalscripts Transcription LLC

About

Verbalscripts Transcription LLC is a specialist conversational audio data provider focused on AI training, speech recognition, multilingual LLM development, and voice intelligence workflows.

We provide access to a large-scale conversational audio library covering 515,849 hours across 100 languages, with strong representation across Africa, Asia, Europe, the Americas, the Middle East, and Oceania. Our datasets are designed for teams building ASR systems, speech-to-text models, multilingual AI assistants, language identification systems, diarization models, speaker intelligence tools, and evaluation benchmarks for speech AI.

Unlike standard audio vendors that deliver only a mixed audio file and transcript, Verbalscripts focuses on AI-ready enrichment. Each supported asset can be packaged with structured files including mixed-down audio, isolated speaker stems, word-level transcript and diarization data, gender detection, content summary, sentiment analysis, and supporting metadata. This allows AI teams to reduce preprocessing time and move faster from acquisition to model training, fine-tuning, evaluation, and deployment.

Our available coverage includes major global languages such as English, Chinese, Hindi, Spanish, Arabic, French, Portuguese, and Russian, as well as regional and lower-resource languages including Amharic, Hausa, Yoruba, Swahili, Somali, Zulu, Igbo, Lingala, Oromo, Nepali, Tibetan, Khmer, Lao, Pashto, Uzbek, and many others.

What We Offer

Global Conversational Audio Data Large-scale multilingual conversational audio suitable for ASR, speech-to-text, voice AI, and LLM speech workflows.

Structured Enrichment Per Asset Datasets may include transcript and diarization files, speaker-separated audio stems, summaries, sentiment labels, gender detection, and other structured metadata depending on the package.

Multilingual and Low-Resource Language Coverage Coverage across 100 languages, including African, Asian, European, Middle Eastern, and regional language groups that are often difficult to source at scale.

AI Training and Evaluation Use Cases Our data can support speech recognition training, multilingual model evaluation, diarization model development, voice assistant training, language detection, conversational AI, and speech analytics.

Custom Data Requests Buyers can request language-specific subsets, regional language packs, top-language bundles, low-resource language collections, or custom packaging based on model training needs.

Compliance and Rights Readiness We work with rights-cleared and license-ready datasets for approved AI training workflows. Provenance, licensing details, and compliance documentation can be made available upon request for qualified buyers.

Planned Data Products

We plan to list multilingual conversational audio datasets, top-language AI speech packs, African language conversational datasets, low-resource language collections, and custom AI-ready audio bundles with structured enrichment files.

For custom requirements, buyers can contact us directly with the target language, number of hours, required enrichment files, licensing needs, and intended AI use case.