Make your data meaningful and train your algorithm free from biases.

Custom semantic and linguistic analysis.

Enjoy 100% flexibility when it comes to file structure. We adapt to your setup.

Labeling and classification in multiple languages makes localization a breeze.

In need of quality data labeling or classification?

Tell us about your project and we’ll follow up to get your project started.


Artificial Intelligence can solve even the most seemingly insurmountable problems, but only if developers have the volume and quality of data they need to train the AI effectively.

Whether you need help collecting and annotating custom data or have an existing database, Globalme provides high-quality linguistic and semantic annotation so your machine learning algorithms can interact far more accurately with natural language.

Our services include part-of-speech tagging, identifying of specific words or motions, and semantic relations.

testing as a service and automation testing


Semantic annotation by both human and automated techniques ensures that your algorithm learns to recognize correct patterns and that your users get the results they were looking for.

If you are working with text data, linguistic annotation is the key to properly training your algorithm.

Whether your solution needs to recognize information in English or foreign languages, accurate and localized natural language understanding is important to get the results you are looking for.


Globalme has provided data collection and processing services for a wide variety of emerging technologies.

Speech-Enabled Speaker System

4 countries
800 participants
600+ hours of audio.

Read the case study

In-Car Speech System

10 countries
3000 participants
1000+ hours of audio

Read the case study

Smart Fitness Wearable

5 languages
500 participants
125+ hours of audio
100,000 utterances annotated

Speech-Enabled Voice Assistant

9 countries
5400 participants
2000+ hours of audio


Reliable sentiment analysis allows you to identify trends in consumer reactions, something we will see more and more in our emerging technology — just imagine your car understanding when you are scared and slowing down.

You can achieve similar results by training your algorithm to react to certain events, such as sleeping, eating, or writing.

If you are interested in collecting multilingual data or labeling and classifying data from multilingual videos, talk to us about how we can support the successful localization of your products.


Download out our free speech data sample sets to see if our data solutions are a fit for your solution.

Alexa Wake Word Samples

24 custom audio samples
4 languages
Varying ages and genders

Download the data set

Phone Conversation Samples

Natural phone conversations
3 languages
Transcriptions included

Download the data set


speech data collection Martin

Manager Data Collection at Nuance Communications

Globalme has provided exceptional services to the Data Collection team at Nuance Communications, Inc. They have supervised large scale data collection simultaneously in three different countries, consistently delivering quality data on or ahead of schedule. And this was done twice in short order – in Europe and in Asia. Especially notable is their dedication to constantly open lines of communication. We always receive prompt responses regardless of often significant differences in time zone. The team members are intelligent, professional, and passionate about the work they do. Their diligence and creativity in terms of problem-solving ensured the success of the project. Our continuing relationship with Globalme is a great asset to the company.


Need your data labeled? We can help.

Tell us about your project and we’ll tailor a data annotation plan to your exact needs.

Data Post-Processing

Multilingual Speech Transcription

Data Labeling & Classification

Image & Video Annotation


Speech Recognition Testing

Usability Testing

Requirements Testing

Out-of-Box Experience Testing