AI Data & Language Operations

Speech transcription.Linguistic precision.

Human-reviewed transcription, linguistic quality assurance, and speech-data annotation for AI, LLM, and language technology teams. From raw audio to structured, quality-checked data.

LANGUAGE DATA

Speech → Data → AI

Transcribe

Speech

Annotate

Data

Empower

AI

What we do

Language data operations built for AI.

From raw speech data to quality-reviewed language datasets, Languvra provides managed workflows for AI and language technology teams.

Speech & Audio Data

Structured speech-data workflows for AI, LLM and voice applications.

Transcription

Accurate human-reviewed transcription for speech and conversational data.

Language Annotation

Linguistic annotation and structured language-data preparation.

ASR Post-Editing

Human review and correction of machine-generated speech transcripts.

Linguistic QA

Quality-focused review to improve consistency, accuracy and usability.

AI / LLM Data Preparation

Language-data workflows designed for modern AI and machine-learning systems.

Capabilities

Managed language operations from pilot to production.

We combine language expertise, structured workflows and quality review to support speech and language-data projects at different stages of production.

Human-in-the-loopQuality-focusedProduction workflows
01

Indian-language speech workflows

Structured workflows for speech and language-data projects.

02

Hindi & Hinglish transcription

Human-reviewed transcription for Hindi and Hinglish speech data.

03

Timestamping & segmentation

Organized speech data with timestamps and usable segments.

04

Human linguistic review

Review focused on consistency, accuracy and data usability.

05

ASR transcript correction

Human correction and post-editing of machine-generated transcripts.

06

Pilot → production workflows

Structured processes designed to move qualified work into production.

Sample Work

Explore speech, segment by segment.

Select any spoken turn to play its audio and view the matching Hindi–Hinglish transcript.

Demonstration sample — scripted dialogue, not a real client conversation.

Audio segments

0 spoken turns

Selected segment

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Select a segment above to play its timestamped audio.

Transcript

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Production experience

Experience that goes beyond a sample.

Languvra has production experience delivering approximately 63 hours of Hindi audio transcription for AI/LLM training-data workflows.

Discuss your workflow
~63hours completed

Hindi audio transcription completed for AI/LLM training-data workflows.

LANGUAGE

Hindi

Speech transcription workflow experience.

WORKFLOW

AI / LLM Data

Production-oriented language-data operations.

About Languvra

A focused language-data operations partner.

Languvra works with teams building AI and language technologies, providing structured human-in-the-loop language-data operations with a focus on quality, consistency and reliable delivery.

Human-in-the-loopQuality-focusedManaged workflows

Start a conversation

Have a language-data project?

Tell us what you need and we'll discuss the right workflow for your project.

Or email contact@languvra.com