USC SAIL's repositories
mica-text-script-parser
Code to parse movie screenplays
FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
mica-gender-from-audio
Gender prediction in movie audio
AnnotationFusion.jl
Methods and algorithms for fusion of human annotations
TripletEmbeddings.jl
Triplet Embeddings in Julia
GreenVideoExperiments.jl
Data for the annotation green video experiments
mica-actions-agents-and-patients
Repo for movieSRL and large-scale analysis of character's actions
ccmi-explorecsr
Repository for workshop colabs and coding exercises
media-eval-2020
MediaEval 2020: Music Mood Classification
gard-adversarial-speaker-id
Adversarial attack and defense strategies for deep speaker recognition systems
tiles-audio-feature-extraction
scripts to extract audio features (offline) using a congruent config file used for TILES online feature extraction
mica-speech-activity-detection
Robust Speech Activity Detection (SAD) in movie audio
mica-riskybehavior-identification
Code companion to Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts
mica-class-pipeline
main code for cLASS pipeline
presentation-template
A USC SAIL presentation template based on mtheme: https://github.com/matze/mtheme
mupet-subspace-clustering
Code for subspace clustering of mouse ultrasonic vocalizations
mica-multimodal-ads
Segment-level autoencoders for multimodal representation
mica-deep-mcca
Deep Multiset Canonical Correlation Analysis - An extension of CCA to multiple datasets
mica-race-from-face
Predicting race from faces for movie data
EuclideanDistanceMatrices.jl
Euclidean Distance Matrices in Julia
predicting-human-reported-enjoyment-in-music
Experiments written in Python to determine which models and auditory features best predict human-reported enjoyment in music.
poster-template
Conference poster template
mica-face-clustering
Face clustering for movies using Constraint Propagation Sparse Subspace Clustering (CP-SSC)
pyannote-db-template
Template for creating your own pyannote.database plugin