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signal-processing x

224 search results found

Modular Optimisation tools for solving inverse problems

8d Audio ⭐ 25

Some dsp to make songs "8D"

Cs329s Covid Prediction ⭐ 24

This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.

Cncc 2019 ⭐ 24

Computational Neuroscience Crash Course (CNCC 2019)

[NeurIPS 2022] "Signal Processing for Implicit Neural Representations" by Dejia Xu*, Peihao Wang*, Yifan Jiang, Zhiwen Fan, Zhangyang Wang

BiSPy : a python framework for signal processing of bivariate signals

Alignmentduration ⭐ 23

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

Beqdesigner ⭐ 23

Metu Ceng ⭐ 22

All the homeworks, studies and projects I've done at Metu-CENG

Vor Python Decoder ⭐ 22

Decodes VOR signal from WAV file to get the bearing to your position

Python audio signal processing library

Beamforming Tools ⭐ 21

A list of toolboxes for acoustical beamforming.

User Authentication Using Voice Biometrics ⭐ 21

Project involving Voice Signal Processing of users to recognise them using Voice Biometrics

Official repository of "Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones".

Spectromap ⭐ 21

SpectroMap is a peak detection algorithm that computes the constellation map for a given signal

Vibrationtesting ⭐ 21

Vibration Testing module affiliated with the in-progress manuscript Vibration Testing with Modal Analysis and Health Monitoring- Python version

Empirical wavelet transform (EWT) in Python

Cncc 2020 ⭐ 20

Computational Neuroscience Crash Course (University of Bordeaux, 2020)

A python application for generating and viewing quadrature IQ binary files. Intended for use with software defined radios and lab test equipment.

Pysmooth ⭐ 18

A unique time series library in Python that consists of Kalman filters (discrete, extended, and unscented), online ARIMA, and time difference model.

Pruned Dft S Fbmc_python ⭐ 17

Simulates pruned DFT spread FBMC and compares the performance to OFDM, SC-FDMA and conventional FBMC. The included classes (QAM, DoublySelectiveChannel, OFDM, FBMC) can be reused in other projects.

Miscellaneous methods for: astronomy, dealing with arrays, statistical distributions, computing goodness-of-fit, numerical simulations and much more

Zounds is a dataflow library for building directed acyclic graphs that transform audio. It uses the featureflow library to define the processing pipelines.

Python Signal Processing ⭐ 16

splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering

Artifact Subspace Reconstruction for Python

A program for real-time Reflection High Energy Electron Diffraction (RHEED) analysis.

Signal processing for field and experimental data for earthquake engineering

Spike analysis software

Music_in_python ⭐ 15

Sound processing in Python

Chirp Z-Transform

Dspguide Code ⭐ 15

Python and Octave/MATLAB explorations of algorithms from The Scientist and Engineer's Guide to Digital Signal Processing

Topicsinaudioandmusictech ⭐ 15

Topics in Audio Processing & Music Technology

Kalmankit ⭐ 15

Multidimensional implementation of standard and extended Kalman Filters

Upsp Processing ⭐ 14

Software for processing high-speed video recordings from Unsteady Pressure-Sensitive Paint (UPSP) measurement systems. https://nasa.github.io/upsp-processing

Signal Processing Toolkit, including ML models with visualization

OmniPreSense OPS241 Radar driver

Irs_mimo_underlayspectrumsharing ⭐ 14

Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wireless Communications Letters, 2022, doi: 10.1109/LWC.2022.3180988.

Apollo is a Open-Source music player for playback and organization of audio files on Microsoft Windows, built using Python.

Nirsimple ⭐ 14

fNIRS signal processing simplified

Dictlearn ⭐ 14

Dictionary Learning for image processing

The Codra Filtering Tool, an open-source Signal and Image Processing Software

Constant-Q Sliding DFT in C++, Rust and Python

Python wrapper library for signal processing and communications research

ETA is a graphical event-driven programming language for time-tag processing.

Open-source Platform for Scientific and Technical Data Processing and Visualization

Electroencephalography Eeg Signal Classification Using Deep Learning ⭐ 13

A deep learning project to classify brainwave signals.

Fasterdip Devil In Upsampling ⭐ 12

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

PySDR.org textbook source material, feel free to post issues/PRs

Pybispectra ⭐ 12

A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.

Raman Fitting ⭐ 12

A Python framework for the batch processing and deconvolution of Raman spectra of carbonaceous materials.

Snapshot Gnss Algorithms ⭐ 12

Algorithms for location estimation based on short GNSS snapshots.

Ni Rf Data Recording Api ⭐ 12

The RF Data Recording API is a joint effort by National Instruments and Genesys Lab at Northeastern University (Boston, MA) that aims to provide a free and open-source Python-based API to record Real-World RF data sets in an easy and automated way.

Audio Signal Processing ⭐ 12

Stackexchangeanswers ⭐ 12

Codes/images for StackExchange answers

Toolbox for Wavefield Inertial Sensing Techniques

Ecg Classify ⭐ 11

Classifying Heartbeat Arrhythmia using novel features (Auto-regressive coefficients & RR inter-beat distance)

Abpimputation ⭐ 11

Package for imputing the arterial blood pressure (ABP) waveform from non-invasive physiological waveforms (PPG & ECG) using a deep neural network

Waveflow ⭐ 11

Waveflow: signal processing with tensorflow.

Pycorrelate ⭐ 11

Fast and accurate cross-correlation over arbitrary time lags. Moved to:

Pcprophet ⭐ 11

Framework for systematic discovery of novel complexes and differential analysis of cofractionation MS datasets

Icrcyclegan Vc ⭐ 11

Non-parallel voice conversion called ICRCycleGAN-VC based on CycleGAN and Inception-resNet module by Afiuny

Simulations_radar_systems_design ⭐ 11

A bunch of Python scripts and modules built to emulate the MATLAB files of the book "MATLAB simulations for radar systems design" by Mahafza & Elsherbeni

Some teaching materials about MIMO in Communications.

Speech_signal_processing ⭐ 11

Spfordummies ⭐ 11

Signal Processing for Dummies

Single file forward and inverse Sliding DFT in C, C++ and Python

Torchspectralgating ⭐ 10

TorchSpectralGate is a PyTorch-based implementation of Spectral Gating, an algorithm for denoising audio signals.

Wavelet101 ⭐ 10

A simple tutorial of wavelet, STFT and FFT

Inceptionkeynet ⭐ 10

A CNN model for key estimation in music recordings

Shearlet Transform Tensorflow ⭐ 10

This is an implementation of Shearlet Transform (ST) for light field reconstruction using TensorFlow 1.x.

TCF-LMO is a network made with dedicated modules to process videos and identify the presence of anomalies in frames. It is composed by: dissimilarity model; a differentiable morphology module; temporal consistency; and classification module.

Audio Explorer ⭐ 10

Audio Explorer helps in audio data discovery and labelling by utilising unsupervised machine learning, statistics and digital signal processing.

Openseize ⭐ 9

Digital Signal Processing for Big EEGs

Ekg_analysis ⭐ 9

EKG Analysis code for the MI3 intern group at CHOC Children's

Signal Processing ⭐ 9

Repository that gathers code for signal processing

Neonatalseizuredetection ⭐ 9

Implementation of Neonatal Seizure Detection using EEG signals for deploying on edge devices including Raspberry Pi.

Rnn Tutorial ⭐ 9

Signal Processing with Recurrent Neural Networks in TensorFlow

Pulsarbat ⭐ 9

pulsarbat (PULSAR Baseband Analysis Tools) is a Python package for analysis of radio baseband observations of pulsars.

Latent Timbre Synthesis ⭐ 9

Latent Timbre Synthesis (LTS) is audio synthesis framework using Variational Autoencoders

itom core repository

Hand Gesture Recognition Machine Learning ⭐ 8

Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador

Cyclicaggregation ⭐ 8

PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS

Signal Identifier ⭐ 8

Algorithm in Python 2.7 for amplitude, frequency, bandwidth and modulation identification of a signal

Dcase2021_task2_baseline_ae ⭐ 8

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

Genre Wizard ⭐ 8

Signal processing to classify music genre from audio

Detection Estimation Learning ⭐ 8

Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.

Sparsetfr ⭐ 8

Sparse Time-Frequency representation (Sparse STFT, and Sparse Stockwell transfrom)

Image_steganography ⭐ 7

Steganography applied to conceal small files inside a PNG image.

Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes

Deep Suppressor ⭐ 7

DeepSuppressor is a deep learning-based speech denoiser which can significantly improve the quality of speech signals.

A python module for the analysis of faults in raster data

Ppg Analysis ⭐ 7

Using self-supervised learning to extract features from PPG signals

Assorted functions for statistics and signal processing built on mpmath.

Dcase2021_task2_baseline_mobile_net_v2 ⭐ 7

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Snappergps Backend ⭐ 7

Web app back-end for snapshot GNSS

End2endautomaticspeechrecognition ⭐ 7

In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.

Greedy Adaptive Dictionary ⭐ 7

Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.

Neural oscillation event detection and analysis

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