The purpose of this project is to compare the performance of various personal assistants and to support the development of the respective technology and services.

Participants are expected to come onsite to our premises in Cupertino, California. Participants will respond to a set of prompts by speaking into a recording device and will be video recorded while performing these audio tasks. 

To participate you must be a resident of the United States and a fluent speaker of English (US).

The purpose of this project is to record expressive dialogues to improve automatic text-to-speech AI systems.
Participants will be expected to record themselves while reading the provided scripts with the correct emotions. For this project, we are looking for participants to read in various accents spoken in Latin America.
Recordings will be performed on our recording platform.

Both adults and children can participate in this project.
This is a fully remote project.

The purpose of this project is to record expressive dialogues to improve automatic text-to-speech AI systems.
Participants will be expected to record themselves while reading the provided scripts with the correct emotions. For this project, we are looking for participants to read in various accents spoken in the USA.
Recordings will be performed on our recording platform.

Both adults and children can participate in this project.
This is a fully remote project.

This project aims to collect and evaluate video data to enhance the functionality of consumer technology, such as smart devices like tablets and phones, ultimately improving user experience for everyone. Participants will be video recorded while performing a series of simple tasks.

To participate in this project you should be between 15-64 years old and be able to come onsite to the study location in San Diego, California.

The purpose of this project is to improve  In-Car Voice Assistant Command  systems. Following the guidelines, you will record a provided set of English sentences in 3 short sessions across 3 days (one morning, one afternoon and one evening). The recording sessions will have to be done inside a car with different set ups (e.g., windows down, A/C on, in-door parked car).

This is a fully remote project. You must reside in India to qualify for this project.

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies.
Participants are expected to come onsite to our premises in Cupertino to record themselves reading scripts and having short conversations with our designated personnel, according to the guidelines provided.

For this project we are looking for native speakers of Dutch (Netherlands or Belgium).

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies.
Participants are expected to come onsite to our premises in Barcelona to record themselves reading scripts and having short conversations with our designated personnel, according to the guidelines provided.

For this project we are looking for native speakers of either Dutch (Netherlands or Belgium) or French (Belgium).

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies.
Participants are expected to come onsite to our premises in Zurich to record themselves reading scripts and having short conversations with our designated personnel, according to the guidelines provided.

For this project we are looking for native speakers of either German (Switzerland), French (Switzerland) or Italian (Switzerland).

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies.
Participants are expected to come onsite to our premises in Barcelona to record themselves reading scripts and having short conversations with our designated personnel, according to the guidelines provided.

For this project we are looking for native speakers of Brazilian Portuguese.

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies.
Participants are expected to come onsite to our premises in Singapore to record themselves reading scripts and having short conversations with our designated personnel, according to the guidelines provided.

For this project we are looking for native speakers of Thai (Thailand).

This project aims at capturing the performance of a Voice Assistant on Ray-Ban glasses, which are equipped with a camera, microphone, and speaker to capture, share, and listen. This will support the development of voice assistance related technology and services.  


This is an onsite project at our premises in Dublin.
To participate you must be a resident of Ireland and be fluent in English.

This project aims at capturing the performance of a Voice Assistant on Ray-Ban glasses, which are equipped with a camera, microphone, and speaker to capture, share, and listen. This will support the development of voice assistance related technology and services.  

This is an onsite project at our premises in London.
To participate you must be a resident of the UK and be fluent in English.

This project aims at capturing the performance of a Voice Assistant on Ray-Ban glasses, which are equipped with a camera, microphone, and speaker to capture, share, and listen. This will support the development of voice assistance related technology and services.  


This is an onsite project at our premises in Melbourne.
To participate you must be a resident of Australia and be fluent in English.

The purpose of this project is to collect corporate emails which you received from businesses or organizations to help improve anti-spam and email filtering technology.

You will share the emails in .eml or .msg formats from your personal computer (desktop or laptop), using our DataForce proprietary platform. You may submit a total of 50 emails.

There are 2 types of emails needed for this project, time-sensitive emails and transactional emails.

To participate you should be a resident of South Africa, Kenya, Nigeria, Cameroon, Ghana, Tanzania, Botswana, Rwanda, Malawi, Namibia.

The purpose of this study is to collect and evaluate video data and body scans of participants performing various poses and movements. The collected data will be used to improve movement recognition technology.
Participants will be video recorded while performing simple movements/slight motions such as arms out, sitting down, standing up, holding a squat position for a few seconds and similar.
Participants will be asked to watch short exercise videos 10 feet away from the screen and mirror the movements. If a participant requires prescription glasses to be able to follow along from this distance; they must wear contact lenses for the study.
This is an onsite study in Sunnydale, California.

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies. Participants will have to read short commands and questions typically used when interacting with a virtual assistant, following the guidelines provided.

To participate you must be a resident of the United States and be a native speaker of English (US). This is a fully remote project.

The purpose of this project is to collect voice recordings in order to improve speech recognition technologies. Participants will have to read short commands and questions typically used when interacting with a virtual assistant, following the guidelines provided.

To participate you must be a resident of France and be a native speaker of French (France). This is a fully remote project.

The purpose of this project is to collect corporate emails which you received from businesses or organizations to help improve anti-spam and email filtering technology.

You will share the emails in .eml or .msg formats from your personal computer (desktop or laptop), using our DataForce proprietary platform. You may submit a total of 50 emails.

There are 2 types of emails needed for this project, time-sensitive emails and transactional emails.

To participate you should be a resident of India, Philippines, Hong Kong, Malaysia, Indonesia and Singapore.

The purpose of this project is to collect corporate emails which you received from businesses or organizations to help improve anti-spam and email filtering technology.

You will share the emails in .eml or .msg formats from your personal computer (desktop or laptop), using our DataForce proprietary platform. You may submit a total of 50 emails.

There are 2 types of emails needed for this project, time-sensitive emails and transactional emails.

To participate you should be a resident of Australia and New Zealand.

The purpose of this project is to collect corporate emails which you received from businesses or organizations to help improve anti-spam and email filtering technology.

You will share the emails in .eml or .msg formats from your personal computer (desktop or laptop), using our DataForce proprietary platform. You may submit a total of 50 emails.

There are 2 types of emails needed for this project, time-sensitive emails and transactional emails.

To participate you should be a resident of United Kingdom, Ireland, Malta, Norway, Denmark, Sweden and Finland.

The purpose of this project is to collect corporate emails which you received from businesses or organizations to help improve anti-spam and email filtering technology.

You will share the emails in .eml or .msg formats from your personal computer (desktop or laptop), using our DataForce proprietary platform. You may submit a total of 50 emails.

There are 2 types of emails needed for this project, time-sensitive emails and transactional emails.

To participate you should be a resident of Israel or UAE

The purpose of this project is to collect corporate emails which you received from businesses or organizations to help improve anti-spam and email filtering technology.

You will share the emails in .eml or .msg formats from your personal computer (desktop or laptop), using our DataForce proprietary platform. You may submit a total of 50 emails.

There are 2 types of emails needed for this project, time-sensitive emails and transactional emails.

To participate you should be a resident of United States, Canada, Jamaica, Belize, Aruba, US Virgin Islands, Bermuda, Bahamas and Trinidad and Tobago.

With a guardian's help, each child will make a set of voice recordings according to specific and varied prompts (e.g., describing a picture, reading, or repeating a sentence, etc.)  Recordings will be made in our mobile app for data collection. Selected candidates will be provided with instructions on how to download and use our app, along with project guidelines. The purpose of this project is to improve the functionality of voice assistants. 

This is a remote study and you must reside in the United States. Minors must be between 4-12 years old and be native speakers of Spanish from: Puerto Rico, Dominican Republic, Colombia or Cuba.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in Egypt or Iraq to qualify for this project.

The purpose of this project is to collect data (voice and video) to study and improve user interactions in Turkish with a virtual assistant on different devices.
For this project, participants will interact with a voice assistant, following the guidelines provided during each specific session on our premises.

This is an onsite project taking place at our premises in Istanbul, Turkey. You must reside in Turkey and be fluent in Turkish to qualify for this project.

The purpose of this project is to collect photos of indoor and outdoor hobbies and sport activities from your personal photo gallery. The photos will be used to improve AI object detection. For the project, you will need to share photos taken from any iOS device by uploading them into our data collection app.

This is a fully remote project. You must reside in Albania, Bulgaria, Czech Republic, Estonia, Finland, France, Greece, Hungary, Italy, Latvia, Lithuania, Poland, Portugal, Romania, Serbia, Spain, or Sweden to qualify for this project.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in the U.S. or Canada to qualify for this project.

The purpose of this project is to collect photos of indoor and outdoor hobbies and sport activities from your personal photo gallery. The photos will be used to improve AI object detection. For the project, you will need to share photos taken from any iOS device by uploading them into our data collection app.

This is a fully remote project. You must reside in the U.S. to qualify for this project.

The purpose of this project is to collect photos of indoor and outdoor hobbies and sport activities from your personal photo gallery. The photos will be used to improve AI object detection. For the project, you will need to share photos taken from any iOS device by uploading them into our data collection app.

This is a fully remote project. You must reside in India, Indonesia, Kazakhstan, Philippines, Thailand or Vietnam to qualify for this project.

The purpose of this study is to assess the participant’s interpretation of driving scenarios. Participants will have to go to our premises in Santa Clara, California where they will drive a virtual car simulator and interact with normal city traffic situations. Participant's driving activity will be measured using different bio sensors including a head-mounted EEG, and a finger-mounted GSR. The experimenter will need to touch the participant's head and hands.

This is an onsite study taking place at our premises in Santa Clara, CA. You must reside in the United States, be over 18 years old and have an active driver’s license.

The purpose of this project is to collect data (voice and video) to study and improve user interactions in Vietnamese with a virtual assistant on different devices.
For this project, participants will interact with a voice assistant, following the guidelines provided during each specific session on our premises.

This is an onsite project taking place at our premises in Ho Chi Minh, Vietnam. You must reside in Vietnam and be fluent in Vietnamese to qualify for this project.

Have you ever noticed how your virtual assistant does not always understand you or cuts you off? Come help us record short audios and together we can improve speech recognition. Devices and fun will be provided onsite! The purpose of this project is to test user-device interaction via a virtual assistant. For this project you will be asked to audio record a series of sentences.

This is an onsite project taking place at our office in Barcelona, Spain. To participate you need to be fluent in Spanish (Spain).

Have you ever noticed how your virtual assistant does not always understand you or cuts you off? Come help us record short audios and together we can improve speech recognition. Devices and fun will be provided onsite! The purpose of this project is to test user-device interaction via a virtual assistant. For this project you will be asked to audio record a series of sentences.

This is an onsite project taking place at our office in Melbourne, Australia. To participate you need to be fluent in English (Australia).

The purpose of this project is to collect voice recordings of a series of provided prompts to improve voice recognition. You will be required to record a series of prompts on our DataForce Contribute app. These prompts need to be recorded indoors with no background noise.

To participate you should be a resident of the U.S. (except for the residents of California, Washington, Texas and Illinois) and speak both English and Simplified Mandarin fluently. 

The purpose of this project is to collect photos of indoor and outdoor hobbies and sport activities from your personal photo gallery. The photos will be used to improve AI object detection. For the project, you will need to share photos taken from any iOS device by uploading them into our data collection app.

This is a fully remote project. You must reside in Japan to qualify for this project.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in the Poland, Romania or Spain to qualify for this project.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in the Kenya or Nigeria to qualify for this project.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in the India or Thailand to qualify for this project.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in the Brazil or Mexico to qualify for this project.

The purpose of this project is to collect short videos, the majority of which recorded inside or outside different transportation vehicles (such as trains, subways, light rails, buses, cars, planes, boats, etc.). 

The videos collected will be used to support the development of technology products and services, including video recognition services and artificial intelligence features. 

This is a fully remote project. You must reside in the Australia to qualify for this project.

The purpose of this project is to collect voice recordings of a series of provided prompts to improve voice recognition. You will be required to record a series of prompts on our DataForce Contribute app. These prompts need to be recorded indoors with no background noise.

To participate you should be a resident of Singapore and speak both English and Mandarin fluently. 

The purpose of this project is to collect voice recordings of a series of provided prompts to improve voice recognition. You will be required to record a series of prompts on our DataForce Contribute app. These prompts need to be recorded indoors with no background noise.

To participate you should be a resident of Mexico and speak both English and Spanish fluently. 

The purpose of this project is to collect voice recordings of a series of provided prompts to improve voice recognition. You will be required to record a series of prompts on our DataForce Contribute app. These prompts need to be recorded indoors with no background noise.

To participate you should be a resident of Taiwan and speak both English and Mandarin fluently. You also need to be familiar with Simplified Chinese characters (the prompts to be read will use simplified characters).