HumanAI
Machine learning and Artificial Intelligence techniques can be broadly applicable and transferable across many domains. The goals of HumanAI projects are to grow the open-source community in machine learning for the domains of the Arts, Social Sciences and Humanities in addressing various important societal challenges and introducing and transferring the knowledge and tools of machine learning across these disciplines.
GSoC Participation History
Technologies
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Past Projects
Handwritten Text Recognition for early modern Spanish documents with Vision Language Model creation
This project builds an end-to-end Handwritten Text Recognition (HTR) pipeline for early modern Spanish manuscripts by placing a Vision-Language Model...
Healing Stones
Fragmented cultural heritage artifacts — such as Mayan stelae displaced from their original sites — exist today as scattered, incomplete pieces that...
AI for Mental Health: Bias-Aware Crisis Signal Detection and Confidence-Based Scoring System
This project aims to develop a robust crisis signal detection system that identifies reliable mental health distress signals from social media data....
17th Century Spanish text recognition with transformer models
This project will improve the RenAIssance OCR pipeline for 17th-century Spanish historical documents by strengthening preprocessing, removing...
Late Antiquity Model Projection - LAMP
This GSoC 2026 project proposes an advanced, open-source computational pipeline for the Late Antiquity Modelling Project (LAMP) to reconstruct...
ML-Driven Audio Intelligence for TableTalk
Problem Statement In interactive tabletop environments, Game Masters (GMs) face significant cognitive load when managing audio assets during live...
AutoEITAudio-to-text transcription for secondadditional language learner data
The Problem General-purpose Automatic Speech Recognition (ASR) often fails language researchers and learners because it is designed to "clean up"...
ISSR - AI-Powered Funding Intelligence (FOA Ingestion + Semantic Tagging)
This project proposes an automated pipeline for ingesting, structuring, and semantically tagging federal Funding Opportunity Announcements (FOAs)....
ML-Enhanced 3D Probabilistic Path-Tracing and Volumetric Viewshed Analysis
Traditional archaeological modeling often relies on "least-cost paths" that only account for terrain steepness, treating human movement like water...
ISSR Humanlike AI Systems and Trust Attribution
As AI assistants adopt humanlike names, conversational tone, and confidence framing, users form impressions of AI competence from interface design...
RenAIssance: Automating transcription of historical documents with weighted CRNN and LLM integration
This project will focus on applying hybrid end-to-end models that combine weighted convolutional-recurrent architectures (CNN-RNN) with large...
Automated Scoring System for Elicited Imitation Task Responses
AutoEIT is an NLP system for automating scoring of the Elicited Imitation Task (EIT), a language proficiency assessment where participants repeat...
renAIssance VLM OCR for 17th-Century Spanish with Targeted LLM Correction
Project Summary: end-to-end OCR for 17th-Century Spanish Text using VLMs and assisted correction by an LLM The project addresses the significant...
TCAMP: Automated Team Communication Analysis Pipeline for Human-Factors Research
Studying team communication in simulated human-factors environments currently relies on manual annotation of hours of raw audio, a process that is...
TableTalk Narrative Voice Classification and Retrieval for Tabletop RPGs
This project builds a modular audio pipeline for tabletop RPG session analysis within the HumanAI TableTalk framework. It extends mood detection with...
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