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English–French Translation Pairs

Parallel EN↔FR corpus for NMT training (Tatoeba + OPUS).

EN · FR

English–Spanish Translation Corpus

Aligned EN↔ES sentence pairs for seq2seq translation.

EN · ES

English–German News Translation

WMT-style EN↔DE news sentence pairs.

EN · DE

English–Hindi Parallel Corpus

IIT-Bombay EN↔HI parallel data for Indic translation.

EN · HI

English–Arabic Translation Pairs

Aligned EN↔AR sentences for low-resource MT.

EN · AR

English–Chinese Translation Pairs

EN↔Mandarin sentence pairs for translation/alignment.

EN · ZH

English–Japanese Translation Corpus

JESC-derived EN↔JA parallel pairs (subtitles + web).

EN · JA

English–Korean Translation Pairs

Aligned EN↔KO sentences from open subtitles & news.

EN · KO

English–Portuguese Translation Pairs

EN↔PT sentence pairs for Lusophone MT.

EN · PT

English–Italian Translation Pairs

Aligned EN↔IT sentence pairs from Tatoeba/OPUS.

EN · IT

English–Russian Translation Corpus

EN↔RU parallel data for Slavic-language MT.

EN · RU

English–Turkish Translation Pairs

Aligned EN↔TR sentences for low-resource MT.

EN · TR

English–Vietnamese Translation Corpus

IWSLT EN↔VI parallel corpus for SE-Asian MT.

EN · VI

English–Tamil Translation Pairs

EN↔Tamil parallel data for Indic translation.

EN · TA

English–Bengali Translation Corpus

Samanantar-derived EN↔BN parallel sentences.

EN · BN

English–Urdu Translation Pairs

Aligned EN↔UR sentences for low-resource Indic MT.

EN · UR

English–Persian (Farsi) Translation

Mizan EN↔FA literary parallel corpus.

EN · FA

English–Swahili Translation Corpus

Aligned EN↔Swahili sentences for African-language MT.

EN · SW

Multilingual UN Parallel Corpus

UN documents aligned across 6 official languages.

EN · FR · ES · AR · RU · ZH

Europarl Parallel Corpus

European Parliament proceedings aligned across 21 EU languages.

EN · FR · DE · ES · IT · NL +3

Animation

Broadcast

Core Library

Gaming Commentary

HDR

Multi-Speaker Podcasts

Synchronized Multi-Camera

Talking Head

Task Demonstration

Action Recognition

Ambient Environments

Camera Motions

Children at Play

Construction & Manual Labor

Cooking Process Videos

Crowd Movement Dynamics

Daily Home Activities

Dance & Choreography

Domestic Animal Behavior

Eating & Food Consumption

EDL [2 & 3 Packs]

Everyday Tool Usage

Facial Expressions

First-Person Household POV

Gym & Fitness Movements

Hand-to-Hand Object Transfer

Hands-Only Manipulation

Home Repair (DIY)

Human Navigation

Human–Object Interaction

Interviews

Isolated SFX

Long-Form Narrative

Manual Sorting Tasks

Multi-Person Social Interaction

Multilingual Conversations

Nature & Wildlife

Navigation & Wayfinding POV

Object Manipulation

Object Permanence Scenarios

Public Parks & Recreation

Public Speaking & Presentations

Public Transit Platforms

Queueing & Waiting Behavior

Sign Language & Gestures

Small Group Conversations

Sports Commentary

Sports Practice Drills

Studio Interviews & Podcasts

Urban Cycling & Driving POV

Urban Nightlife Scenes

Vehicle Exterior B-Roll

Vehicle Interior POV

Weather Events on Camera

Doctor Appointment Emails

Appointments · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Hotel Booking Emails (Direct)

From the hotel · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Airline Itinerary Emails

Direct from airline · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Restaurant Reservation Emails (Direct)

From the restaurant · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Party Invitation Emails (Image)

Invitation provider – Image · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Bus Booking Emails (Bus Co.)

Direct from bus company · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Flight Booking Emails (3rd-party)

Third-party provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Show Ticket Emails

Show ticket provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Rental Car Emails (Rental Co.)

From rental car company · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Train Booking Emails (3rd-party)

Third-party provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Restaurant Emails (Reservation Provider)

Reservation provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Hotel Booking Emails (3rd-party)

Third-party provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Train Booking Emails (Train Co.)

Direct from train company · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Bus Booking Emails (3rd-party)

Third-party provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Movie Ticket Emails (Theater)

Direct from movie theater · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Party Invitation Emails (Text)

Invitation provider – Text · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Rental Car Emails (3rd-party)

Third-party provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Ferry Ticket Emails

Direct from ferry company · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Movie Ticket Emails (3rd-party)

Movie ticket provider · Confirmation · Cancellation · Modification

zh_TW · zh_HK · vi_VN · nl_NL · nl_BE · sv_SE +3

Afrilab Hausa Dictionary v1.0

Curated Hausa lexical resource for low-resource NLP

Conversational Hindi & English (Custom Domains)

Transcribed multilingual conversation corpus

JWR Editorial Article Corpus

PII-free professional reviews and editorial writing

Forbes Magazine Archive (1917–1924)

Cleaned & AI-ready historical magazine archive

Dallas Finance Committee Transcript (Dec 2025)

Structured municipal meeting transcript

Industrial Electric Motor Thermography

Thermographic inspection imagery for predictive maintenance

Annotated Image & Video Datasets

Custom-annotated image & video across domains

10K+ Hours Real Job Interview Audio (24+ Accents)

Consented multi-accent interview audio for ASR/LLMs

10K+ Hours English Interview Video Conversations

Real online job interview video, English

3,000 Hours Indian English Interview Video

Consented Indian English interview video

1,000+ Hours Nigerian English Interview Video

Consented Nigerian English interview video

10K+ Hours Multi-Region Interview Video

English + Nigerian + Indian interview video pool

Meeting Recordings

Meetings · video, audio, transcripts, action items, recaps across industries

EN

Raw Video Data

Entertainment · raw, unprocessed movie footage and unedited video files

Stock Videos

Stock video · lifestyle, family, medical, healthcare, technology, business, animation

Food Videos

Entertainment · Culinary · dishes from multiple cuisines

EN

English Animation Videos

Animation · history, science, nature, culture, sports, entertainment

EN

Indian English Media Content Videos

Entertainment · podcast videos in Indian English across genres

en-IN · EN

Thai Media Content Videos

Entertainment · Thai media content across genres

TH

Hindi Podcast Videos

Entertainment · Video cast · Hindi podcast videos across genres

hi-IN

English Media Content Videos

Entertainment · English media content across genres

EN

Multimodal Medical E-Learning Lessons

Academic · Healthcare · multimedia e-learning for medical professionals

EN

Live Spanish Call Center Audio

Call Center · live Spanish customer-service conversations

es-ES · es-MX · es-AR

DICOM Medical Imaging Dataset with Clinical Reports

Healthcare · DICOM imaging paired with clinical reports

Medical Claims Data for AI Model Training

Healthcare · structured medical claims tracking patient journeys

Longitudinal Oncology Data for AI Model Development

Healthcare · longitudinal oncology patient records

Wearable Health Data for AI Model Training

Healthcare · time-series biometric data from wearables

Multimodal Dataset for Household Robotics

Robotics · 3D and Lidar · multimodal household robotics data