banalasaritha Goto Github PK

3dcnn

3D convolutional neural network for video classification

afrnn

aishell-2

kaldi-asr/kaldi is the official location of the Kaldi project.

as-pvad

AS-pVAD: A Real-time Personalized Voice Activity Detection Network With Attentive Score Loss

attention_ocr.pytorch

This repository implements the the encoder and decoder model with attention model for OCR

audio-classification-models

Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.

audio-spectrogram-transformer

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

audio_visual_speech_enhancement

Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments

audioset-for-meta-learning

Meta-Learning for Few Shot Learning

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

augself-few-shot

best-notes-fewshot-learning

bi-lstm-crf-tensorflow

Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow

build-an-avatar-with-asr-tts-transformer-omniverse-audio2face

cacrn-net

Channel Attention Convolutional Recurrent Neural Network for Few-Shot Speaker Identification

channel-attention-fullsubnet-with-complex-spectrograms-for-speech-enhancement-

The official PyTorch implementation of "FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement".

channel-attention-resnet

A modified ResNet with channel attention mechanism

chinese-speaker-identification

End-to-End Chinese Speaker Identification

clusteringdirectioncentrality

A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between internal and boundary points. The boundary points generate enclosed cages to bind the connections of internal points.

cnn-rnn-dilated-convolution

protein-sequence-based drug discovery; dilated convolutions, recurrent interpretation to time-distributed output

convolutional-rnn

TensorFlow code for the paper Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data (https://arxiv.org/abs/1602.05875)

coughvid-19-crnn-attention

Another project for classifying Covid and non-covid patients through cough sound. Using CRNN-Attention model with the sound data converted into image data

crnn

CRNN(Convolutional Recurrent Neural Network), with optional STN(Spatial Transformer Network), in Tensorflow, multi-gpu supported.

crnn-imp-with-keywordspotting

Keyword spotting on Arm Cortex-M Microcontrollers

crnn-ocr-lite

Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]

crnn_tensorflow

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

deepkws

deeplearningforaudiowithpython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

diffres-python

Learning differentiable temporal resolution on time-series data.

dnd-sed

Sound event detection with depthwise separable and dilated convolutions.