Data pillar for AI progress in India
18% of the world. 100% documented.
Data pillar for AI progress in India
18% of the world. 100% documented.
We are an Image and Audio data research company. We are driven by the pursuit to help ML teams improve model performance for India.
The Josh Talks Data Engine is trusted by many of the world’s leading ML teams to accelerate the development of their models. The scale of our operations, experts and quality for India is unmatched in the industry.
Why choose Josh Talks?

Grass-roots Diversity
Voices, faces, documents and street scenes from every state, age group and socioeconomic tier—captured exactly where AI products are used.

Measurable Quality
Dual human-in-the-loop review + anomaly detection keeps mean label error < 2 % across all modalities.

Indic Multimodal Coverage
25 languages, 15 scripts and hundreds of visual taxonomies (food,signage, rituals, healthcare, STEM diagrams) precisely aligned with speech when you need cross-modal pairs

Ethical Sourcing
GDPR-ready consent flows, automated PII redaction in audio and imagery, plus community revenue-share for every contributor.

Enterprise-grade Security
Air-gapped annotation rooms, ISO-27001 cloud tenancy and per-file audit trails built for Big-Tech compliance teams.
Data Scarcity to Abundance
Our patented means of data production and annotation allows us to generate and label 5 Million Hours of voice data every year
Indic Vision and Language Datasets
Train your AI models using data from the grassroots of India through Josh Talks’ network of Training Data Specialists

Multi-lingual Datasets

Multilingual and code-switching Voice Datasets

Low Resource, Rare Language and Dialect Voice Datasets

Accented English Speech Dataset

Voice Datasets in - English, Hindi, Tamil, Marathi, Telugu, Bangla, Kannada, Malayalam, Punjabi, Oriya, Gujarati, Assamese

Multi-Speaker Datasets

Multiple Speaker spontaneous conversations

Diarized speaker stems for up to 16 speakers

Multi-Speaker debate datasets

Emotion Rich Data

Emotionally Aware and Annotated Conversations

Datasets covering 9 emotions - Neutral, Angry, Happy, Sad, Fear, Anxious, Surprised, Confused, Excited

Other Datasets

Noisy and Adverse Environment Datasets

Privacy Preserving Highly Personalized Voice Datasets

Voice Datasets for Accessibility

Child Speech Datasets
Data For India, From India
Through our portfolio of products, we reach 200 Million people across India, including the most remote villages, covering all districts and every one of the 19000+ pin codes . This extensive reach offers unparalleled diversity and scale in data production, essential for driving AI progress in India
Customers across our portfolio of products









