Fraunhofer IAIS
Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS
Sankt Augustin, Germany
Pinned Repositories
dense-hmm
DenseHMM is a modification of Hidden Markov Models (HMMs) that allows to learn dense vector representations of both the hidden states and the observables via gradient-descent methods.
dlplatform
explainable-lms
kpca_embeddings
language-recognition
This project shows how to train a language-recognizer from scratch that is able to distinguish between German and English, robustly.
outlierhub
rennet
Deep Learning Utilities for Audio Segmentation
second-moment-loss
The second-moment loss (SML) is a novel training objective for dropout-based regression networks that yields improved uncertainty estimates.
tensorflow_spsa
Tensorflow Optimizer using the SPSA method
UoC-ml-school-2019
Material for workshop on "Deep Learning with Audio and Speech Data"
Fraunhofer IAIS's Repositories
fraunhofer-iais/explainable-lms
fraunhofer-iais/quantum_subset_sum
fraunhofer-iais/arabic_nlp
Dataset for Natural Language Inference in Arabic
fraunhofer-iais/MaxSimE
Explaining Transformer-based Semantic Similarity via Contextualized Best Matching Token Pairs
fraunhofer-iais/Robust-Entropy-Search
This is the companion code for the publication "Robust Entropy Search for Safe Efficient Bayesian Optimization", by D. Weichert et al., UAI 2024.
fraunhofer-iais/BUTSpeechFIT-VBx
Variational Bayes HMM over x-vectors diarization
fraunhofer-iais/informed_nlu
A repository for our research on linguistically informed methods in natural language understanding
fraunhofer-iais/bootstrap
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
fraunhofer-iais/distil-whisper
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
fraunhofer-iais/googletest
GoogleTest - Google Testing and Mocking Framework
fraunhofer-iais/gsoap2
git-svn clone of https://sourceforge.net/p/gsoap2/code/
fraunhofer-iais/ICU-Chest-X-ray-evaluation
Working repository of the paper "Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation". The inhouse data set of the UKB is not provided.
fraunhofer-iais/Improving-ASR-with-LLM-Description
fraunhofer-iais/json-nlohmann
JSON for Modern C++
fraunhofer-iais/kaldi
kaldi-asr/kaldi is the official location of the Kaldi project.
fraunhofer-iais/language-model-service
fraunhofer-iais/lua-resty-string
String utilities and common hash functions for ngx_lua and LuaJIT
fraunhofer-iais/MANR
The multi-agent neural rewriter (MANR) solves a collaborative multi-vehicle routing problem with limited disclosure of vehicle-specific costs.
fraunhofer-iais/markdown-extract
Extract sections of a markdown file. Useful for automatically extracting changelogs
fraunhofer-iais/OpenBLAS
OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
fraunhofer-iais/OptAssign
Reinforcement Learning for solving an assignment problem.
fraunhofer-iais/protobuf
Protocol Buffers - Google's data interchange format
fraunhofer-iais/punctuator2
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
fraunhofer-iais/re2
RE2 is a fast, safe, thread-friendly alternative to backtracking regular expression engines like those used in PCRE, Perl, and Python. It is a C++ library.
fraunhofer-iais/silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector
fraunhofer-iais/speechcatcher
fraunhofer-iais/storm
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
fraunhofer-iais/swagger-ui
Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.
fraunhofer-iais/whisper
Robust Speech Recognition via Large-Scale Weak Supervision
fraunhofer-iais/YouTokenToMe
Unsupervised text tokenizer focused on computational efficiency