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Idiap Research Institute's Projects

abroad-re icon abroad-re

Towards an end-to-end Relation Extraction system for the natural product literature: datasets, strategies and models

act icon act

Accuracy of Connective Translation

als-classification icon als-classification

Classification of immunofluorescent healthy and als-mutant motor neurons under different stress conditions

anonymization icon anonymization

A Python library for anonymizing sensitive information in text data. Focused on Swiss French banking data.

apam icon apam

APAM toolkit is built on PyTorch and provides recipes to adapt pretrained acoustic models with a variety of sequence discriminative training criterions.

apt icon apt

A reference-based metric to evaluate the accuracy of pronoun translation (APT)

archs icon archs

Pytorch network architectures for audio perception

asrt icon asrt

Various scripts that facilitate the preparation of Automatic Speech Recognition related resources

atco2-corpus icon atco2-corpus

A Corpus for Research on Robust Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications

attention-sampling icon attention-sampling

This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using attention-sampling

bayesian-peft icon bayesian-peft

Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting

benefits-of-max-pooling icon benefits-of-max-pooling

Supplementary material for the paper 'Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence', TMLR 2023

bias_in_daic-woz icon bias_in_daic-woz

On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interview

bob icon bob

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland.

buslr icon buslr

BuSLR: Build System for Speech and Language Research

cbi-mmtools icon cbi-mmtools

Plugins, device adapters and libraries for the operation of microscopy platforms using Micro-Manager, developed by the Computational BioImaging group at Idiap Research Institute

cbrec icon cbrec

Content-based Recommendation Generator

cjutilitynetwork icon cjutilitynetwork

Extension for modeling Utility Networks in CityJSON based on the Utility Network CityGML ADE

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