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multimodal_human_actions

music-artist-classification-crnn

Supplementary material for IJCNN paper (under review) "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

my-voice-analysis

My-Voice Analysis is a Python library for the analysis of voice (simultaneous speech, high entropy) without the need of a transcription. It breaks utterances and detects syllable boundaries, fundamental frequency contours, and formants.

notebooks

Machine learning notebooks in different subjects optimized to run in google collaboratory

objdet_train_tensorflow_colab

Google Colab (Jupyter) notebook to retrain Object Detection Tensorflow model with custom dataset.

object-detection-in-video

running on colab object detection on video using tensorflow objectdetection api

phonet

Keras-based python framework to compute phonological posterior probabilities from audio files

prediction-and-localization-of-student-engagement-in-the-wild

Using Deep Multi Instance Learning to localize Student Engagement Level during watching education videos.

resnet-multipleframework

ResNet benchmark by Keras(TensorFlow), Keras(MXNet), Chainer, PyTorch using Google Colab

rnn-time-series-anomaly-detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

roc-keras

Simple guide on how to generate ROC plot for Keras classifier | DLology

sensors2018cnnhar

TensorFlow implementation of Sensors 2018 paper: Divide and Conquer-based 1D CNN Human Activity Recognition Using Test Data Sharpening

ser_icsigsys2019

Repository of code for Speech emotion recognition using voiced speech and attention model, submitted to ICSigSys 2019

smart-park-with-yolo-v3

Maintaining empty parking spot count using YOLO real-time vehicle detection. Code readily runnable in google colab.

soundeffects

Sound effects for the speech audio data augmentation.

spchangedetect

speech-identification-voxceleb

Using Voxceleb dataset to identify speech

speech_emotion_recognition_blstm

Bidirectional LSTM network for speech emotion recognition.

stacking

subspectralnet

SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification, submitted in ICASSP 2019

tensorflow-google-colab

Tensor Flow Google Colab Models

tensorflow-speech-recognition-challenge

Kaggle Competitions - TensorFlow Speech Recognition Challenge

tensorflow_classification_moviereview

Movie review classification with tensor flow and collab

tf_self_attention_gan

tensorflow implementation of self-attention GAN on Google Colab

tpucolab

A library make TPU available in Colab Google by few lines of code

uis-rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

unintended-ml-bias-analysis

useful_scripts

some useful scripts in experiments

using-google-colab-to-train-cnn

vbdiarization

Speaker diarization based on Kaldi x-vectors using pretrained model from http://kaldi-asr.org/models/0003_sre16_v2_1a.tar.gz