turian
Deep learning, NLP, audio AI 🧑🔬 Postdoc under Bengio 🧑🎓 ACL 10 Year Test of Time Award (lead author) 🌟 when art meets science... 👩🎤
Berlin + New York
Pinned Repositories
common
Common Python library, especially for text processing and controlling experimental runs
crfchunking-with-wordrepresentations
Train a CRF for syntactic chunking (CoNLL2000), and use word representations
kea-service
KEA 5.0 (keyphrase extraction software), modified to be an XML-RPC service
neural-language-model
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
pytextpreprocess
Preprocess text for NLP (tokenizing, lowercasing, stemming, sentence splitting, etc.)
random-indexing-wordrepresentations
Induce word representations using random indexing (RI)
save-my-browser-tabs
Extension for Mozilla Firefox and Google Chrome to save all of your open tabs to a text file (window/tab index, URL and title of each tab)
stanford-pos-tagger-service
XML-RPC version of the Stanford POS tagger
textSNE
2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point
topia.termextract
Updates to Zope's keyphrase extractor (forked from 1.1.0)
turian's Repositories
turian/renderman-dexed-linux
Instructions for using the RenderMan Python API for controlling the Dexed FM synthesizer on Linux
turian/audio-discrimination-crowdsource-batch
Batch processing for audio-discrimination-crowdsource
turian/auraloss
Collection of audio-focused loss functions in PyTorch
turian/openl3_numpy_weights
OpenL3 audio model weights, in numpy format
turian/speechbrain
A PyTorch-based Speech Toolkit
turian/transformer-fsd50k
HUBERT or wav2vec2 pretrained on FSD50K
turian/umap_tsne_embedding_visualiser
turian/audiojnd
Audio pair JND
turian/DawDreamer
Digital Audio Workstation with Python; VST instruments/effects, parameter automation, and native processors
turian/S2VC
turian/audio-representation-docker
Audio representations, dockerized
turian/audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
turian/contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
turian/deepo-audio-docker
Deepo-based audio docker
turian/earthlingmusic
turian/fast-stable-diffusion
fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth
turian/html5up-directive-jekyll-theme
HTML5UP Directive, as a Jekyll theme
turian/jekyll-latex
Jekyll theme with beautiful LaTeX typography
turian/KeyBERT
Minimal keyword extraction with BERT
turian/latex
turian/LatexJekyll
A latex document style website
turian/lightning_sphinx_theme
PyTorch Lightning Sphinx Theme
turian/optuna
A hyperparameter optimization framework
turian/skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
turian/spooky
turian/torchopenl3-models
torchopenl3 Model weights file
turian/turian
turian/turian.github.io
turian/untwist
turian/yt-dlp
A youtube-dl fork with additional features and fixes