INDIAN SPEECH DATA.
BUILT RIGHT.
Power your generative and conversational AI with expertly directed, code-switched Indian speech. We deliver SFT-ready, richly annotated datasets captured in Voqals certified studios with uncompromising precision.
From the team behind producing speech data powering AI used by hundreds of millions worldwide.
Complex & Natural
Real-World Code-Switching
How India Actually Talks.
Studio Certified
Voqals Quality Standard
Train On Speech. Not Noise.
Directed Performance
AI That Sounds Human
Every emotion. Directed. Delivered.
INDIAN SPEECH IS CHAOTIC.
AND WE LIVE IN IT.
Hindi into English into regional dialects, mid-sentence, mid-thought. When India speaks four languages in a single breath, bilingual models break. We don't just study this linguistic chaos — we grew up in it.
Our team lives, breathes, and engineers the true, unfiltered voice of the subcontinent.
The only way to build AI that understands India, is to have India build it.
"Big brother, give me two cups of tea. And less sugar."
INDIAN SPEECH IS CHAOTIC.
AND WE LIVE IN IT.
Hindi into English into regional dialects, mid-sentence, mid-thought. When India speaks four languages in a single breath, bilingual models break. We don't just study this linguistic chaos — we grew up in it.
Our team lives, breathes, and engineers the true, unfiltered voice of the subcontinent.
The only way to build AI that understands India, is to have India build it.
"Big brother, give me two cups of tea. And less sugar."
MESSY REALITY.
FLAWLESS DATA.
To build AI that truly understands India, sheer data volume isn't enough. You need context, precision, and emotion. We close the gap between how people speak and how models learn by combining the messy reality of natural code-switching with uncompromising audio quality and expertly performed and directed vocal performance.
REAL‑WORLD
CODE‑SWITCHING.
In real Indian conversations, people move fluidly between 2 or 3 languages within a single breath. We capture natural, complex code-switched speech so your model understands how India actually communicates.
REAL‑WORLD
CODE‑SWITCHING.
In real Indian conversations, people move fluidly between 2 or 3 languages within a single breath. Every Voqals dataset is built around this reality, capturing natural, complex code-switched speech so your model understands how India actually communicates.
TRAIN ON SPEECH.
NOT NOISE.
The Voqals Quality Standard is our proprietary studio certification process refined over years of AI speech data production. Every studio is audited, modified, and certified to our specifications so the only thing your model learns from is human voice.
The Voqals Certified Studio Difference
Slide to compare
TRAIN ON SPEECH.
NOT NOISE.
The Voqals Quality Standard is our proprietary studio certification process refined over years of AI speech data production. Every studio is audited, modified, and certified to our specifications so the only thing your model learns from is human voice.
The Voqals Certified Studio Difference
DIRECTED FOR
REAL EMOTIONS.
Flat recordings produce flat AI. Every Voqals session is directed by experienced voice UI directors who understand both the craft of performance and the technical requirements of AI training data.
The Director Difference
"Ma'am, I completely understand that you're upset about the delay and [short pause] we're actively working on resolving the issue. [tone shift] [short intake] Um, can I please place you on hold for a moment [pause] while I check the status?"
DIRECTED FOR
REAL EMOTIONS.
Flat recordings produce flat AI. Every Voqals session is directed by experienced voice UI directors who understand both the craft of performance and the technical requirements of AI training data. Every utterance is tagged with intent, emotion, persona, and action metadata.
The Director Difference
"Ma'am, I completely understand that you're upset about the delay and [short pause] we're actively working on resolving the issue. [tone shift] [short intake] Um, can I please place you on hold for a moment [pause] while I check the status?"
INDIAN SPEECH DATA.
AS A SERVICE.
Need data that doesn't exist yet? We build it. You define the use case, the languages, the personas, the emotional range, and the volume. We design the collection strategy, source the right talent, run certified recording sessions, handle post-production and annotation, and deliver structured, SFT-ready files to your exact schema.
DATA COLLECTION
PIPELINE.
Tell us what your model needs to master. We engineer the execution. Our fully managed pipeline handles the entire complexity of custom data creation—from the blank page to the flawlessly structured JSON.
DATA COLLECTION
PIPELINE.
Tell us what your model needs to master. We engineer the execution. Our fully managed pipeline handles the entire complexity of custom data creation—from the blank page to the flawlessly structured JSON.
SCENARIO ENGINEERING
PRECISION CASTING
CERTIFIED RECORDING
POST-PRODUCTION & QA
STRUCTURED DELIVERY
PRODUCTION DATASETS.
LAUNCHING SOON.
Skip the custom collection pipeline. We're packaging our first wave of production-ready Indian speech datasets. Fully annotated, certified to the Voqals Quality Standard, and ready to license so you can start training your models immediately.
Be the first to access them when they go live.
No spam. Just a single email when datasets are available.
Production Datasets
PRODUCTION DATASETS.
LAUNCHING SOON.
Skip the custom collection pipeline. We're packaging our first wave of production-ready Indian speech datasets. Fully annotated, certified to the Voqals Quality Standard, and ready to license so you can start training your models immediately.
Be the first to access them when they go live.
No spam. Just a single email when datasets are available to license.
Production Datasets
LET'S BUILD
YOUR DATASET.
Whether you need a bespoke collection built from scratch or instant access to our production datasets, our team is ready to scope your exact requirements. Tell us your use case, your languages, and your volume — we'll take it from there.
Datasets & custom data collection enquiries
Talents, studios & vendor enquiries
LET'S BUILD
YOUR DATASET.
Datasets & custom data collection
Talents, studios & vendors