Search Results - RepositoryStats

Speech-Emotion-Classification-with-PyTorch Data-Science-kosta

35

194

unknown

7

This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

cnn awgn pytorch stacked parallel spectrogram transformer attention-lstm mel-spectrogram ravdess-dataset data-augmentation speech-emotion-recognition

Created 2020-09-30

28 commits to master branch, last one 2 years ago

HateXplain hate-alert

64

191

mit

7

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

bias lstm detection offensive bert-model hatespeech hate-speech attention-lstm explainability bert-fine-tuning interpretable-deep-learning

Created 2020-05-01

92 commits to master branch, last one 2 years ago

Various-Attention-mechanisms monk1337

25

123

unknown

6

This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras

keras pytorch attention attention-lstm self-attention attention-model luong-attention attention-network bahdanau-attention sentence-attention attention-mechanism attention-mechanisms multi-head-attention hierarchical-attention scaled-dot-product-attention

Created 2018-07-04

59 commits to master branch, last one 3 years ago

automatic-personality-prediction hjian42

19

59

unknown

5

[AAAI SAP 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

cnn rnn lstm keras attention cnn-keras personality deep-learning dialogue-data attention-lstm attention-mechanism text-classification recurrent-neural-networks convolutional-neural-networks

Created 2017-11-02

51 commits to master branch, last one 4 years ago