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Conversational AI Training Data

Multilingual speech data collection, transcription, annotation, and licensing—tailored to your use case.

Conversational ai

Featured Clients

Empowering teams to build world-leading AI products.

Amazon
Google
Microsoft
Cogknit

Conversational AI that understands real people—across languages and accents

Train higher-accuracy chatbots, voicebots, and digital assistants with multilingual speech data collected, transcribed, and annotated for real-world performance.

Scale Multilingual Coverage

Speech data in 70+ languages—sourced, transcribed, and annotated.

Choose Speed or Customization

Off-the-shelf licensing or custom data programs tailored to your intents, utterances, and demographics.

Operational Reliability

Delivered through a workforce of 50k+ collaborators with quality and turnaround commitments. 

Conversational AI Data Services

Choose only what you need—from collection to evaluation—or combine services for a complete data pipeline.

Data Collection

Collect scripted and natural speech across languages, accents, and environments—remote or onsite.

Transcription

Accurate speech-to-text with optional timestamps and speaker labels to support ASR and conversational AI training.

Translation & Localization

Translate and localize audio transcripts to match regional language, tone, and cultural context.

Data Annotation

Label audio and transcripts with intents, entities, and other tags to train and fine-tune AI models.

LLM Evaluation & Benchmarking

Test and review model outputs to measure quality and find gaps before production.

Quality Assurance & Validation

Run quality checks across collection, transcription, & labeling to ensure accuracy, consistency, & acceptance-ready delivery.

Off-the-Shelf Multilingual Speech Datasets

Jump-start your conversational AI with ready-to-use speech datasets for ASR, voice assistants, and chatbots. Choose from 70k+ hours of audio across 70+ languages, built to reflect real accents, speaking styles, and use cases.

What you can get includes: Call-center conversations, general conversations, wake words/keyphrases, TTS, IVR, podcasts, and more.

Datasets are delivered in standard formats with metadata for easy workflow integration, with flexible licensing options.

Multilingual conversational ai

Conversational AI Use Case

From chatbots to contact centers, train models that understand intent, handle real conversations, and scale across languages.

Chatbots & Virtual Assistants

Improve intent recognition and reduce fallback responses.

IVR
Automation

Train call flows on real conversational phrasing and variability.

Agent
Assist

Better real-time suggestions and faster resolution from accurate speech understanding.

Call Center
Analytics

Structure conversations for topic, intent, and outcome insights.

Wake Word / Keyword Spotting

Increase responsiveness and reduce false triggers in the wild.

ASR
Improvement

Boost accuracy using labeled audio, transcripts, and diverse speakers.

TTS
Enablement

Support natural voice experiences with curated speech assets.

Multilingual
Expansion

Launch in new regions with language and dialect coverage at scale.

Scripted
Data

Collect prompt-based speech for specific intents, phrases, and keywords.

Spontaneous
Data

Capture natural, unscripted speech to reflect real-world speaking patterns.

Speaker
Diarization

Split multi-speaker audio into clear speaker turns for cleaner transcripts.

PII Detection & Redaction

Detect and remove sensitive info from speech and transcripts for privacy.

What Makes Shaip Different

Designed to meet enterprise expectations for quality, governance, and delivery.

Worldwide Language Support

Speech data in 70+ languages & dialects—built to help conversational AI work across regions and accents.

Native-Speaker Network

A global workforce of 50k+ collaborators to scale collection, transcription, and annotation with consistency.

Real-World Audio

Capture audio that reflects real usage—different speaking styles, devices, and environments—so models perform beyond lab conditions.

Trusted and Compliant

10+ years supporting Fortune 500 programs, with de-identified data aligned to GDPR and HIPAA expectations.

Fast, Consistent Delivery

Mobile and web-based collection, backed by efficient workflows, helps you ship consistent data quickly across regions—even when deadlines are tight.

Tailored to Your Needs

Custom programs tailored to your needs—intents, utterances, demographics, and data specs—ready for training and fine-tuning.

Success Stories

Trains Voice Assistants in 40+ Languages for Global Reach

Shaip provided digital assistant training in 40+ languages for a major cloud-based voice service provider used with voice assistants. They required a natural voice experience so users in different countries around the world would have intuitive, natural interactions with this technology.

Conversational ai

Problem: Acquire 20,000+ hours of unbiased data across 40 languages

Solution: 3,000+ linguists delivered quality audio/ transcripts within 30 weeks

Result: Highly trained Digital assistant models that is able to understand multiple languages

Utterances to build Multi-lingual digital assistants

Not all customers use the same words while interacting with voice assistants. Voice applications must be trained on spontaneous speech data. E.g., “Where is the closest hospital located?” “Find a hospital near me” or “Is there a hospital nearby?” all indicate the same search intent but are phrased differently.

Utterance data collection

Problem: Acquire 22,250+ hours of unbiased data across 13 languages

Solution: 7M+ Audio Utterances collected, transcribed, and delivered within 28 weeks

Result: Highly trained speech recognition model that is able to understand multiple languages

Connect with Voices from Every Corner of the Globe

Explore a wide range of accents, languages, and styles for your speech datasets.

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Want to build your own data set?

Contact us now to learn how we can collect a custom data set for your unique AI solution.

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Conversational AI uses technologies like chatbots and virtual assistants to simulate human conversations through natural language processing (NLP) and machine learning (ML).

It processes text or speech using Automatic Speech Recognition (ASR), analyzes intent with NLP, generates responses, and improves over time using ML.

It offers 24/7 customer support, automates tasks, reduces response times, cuts costs, and personalizes customer interactions.

It is used in customer support, voice assistants, healthcare for note-taking, retail for product assistance, and mobile apps for voice integration.

Yes, datasets can be tailored to specific languages, dialects, intents, and demographics.

Yes, Shaip offers multilingual datasets in over 150 languages and dialects.

All data is de-identified and compliant with global privacy standards like GDPR and HIPAA.

Costs depend on dataset type, volume, and customization. Contact Shaip for a quote.

Delivery timelines vary based on project scope but are designed to meet agreed deadlines.

Shaip offers high-quality, customizable, multilingual datasets with a focus on privacy, scalability, and compliance.