Jacob
JacobGlennAyers
UCSD ECE Master's Student in Data Science and Machine Learning. Currently a PhD Student at ETH Zurich.
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Top Repositories
Simple Python Program designed to interact with GIMP in order to label audio spectrograms using frequency contours (traces)
Github Repository for the paper "Time-series Random Process Complexity Ranking Using a Bound on Conditional Differential Entropy"
A generative adversarial network in combination with hidden markov model that generates birdsong
denoising methods used in animal vocalization denoising
Repositories
23Simple Python Program designed to interact with GIMP in order to label audio spectrograms using frequency contours (traces)
No description provided.
Github Repository for the paper "Time-series Random Process Complexity Ranking Using a Bound on Conditional Differential Entropy"
A generative adversarial network in combination with hidden markov model that generates birdsong
denoising methods used in animal vocalization denoising
A library for extracting surprisal values from transformers at scale
Github Profile Readme
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Methods range from DSP based foreground-background separation, cross-correlation based template matching, as well as bird presence sound event detection deep learning models!
Supplementary materials for the scientific article "The bio-cultural niche of language is optimised for information transmission"
A unified interface for computing surprisal (log probabilities) from language models! Supports neural, symbolic, and black-box API models.
SciPy library main repository
Template repository for creating plugins for IntelliJ Platform
No description provided.
A couple functions as well as a demonstration main method that can be used to compare credit cards based on APR, annual fees, late fees, and credit rewards. It can also be used to track unaddressed interest payments.
No description provided.
Small script to handle errors with empty images breaking donkey4 training. For Linux systems.
Audio Labeling System built to generate human moment-to-moment labels on audio files. At present, being used to label bird audio data. Derived from the open source repo Audino
Audio Editor
Audio Bird Detection and Identification
Bird Detection and Identification Using Deep Learning
Amazon rainforest soundscape characterized by Information Theory quantifiers
No description provided.