Speech Emotion Recognition 用LSTM、CNN、SVM、MLP 进行语音情感识别,Keras 实现。 改进了特征提取方式,识别准确率提高到了 80% 左右。原来的版本的存档在First-Version 分支。 English Document| 中文文档 Environment Python 3.6.7 Keras 2.2.4 Structure ...
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因此,如何准确地从语音中提取说话人的情感信息,逐渐成为语音处理领域的重要课题。 以前的研究通常将言语情感获取视为一项分类任务,称为言语情感识别 (speech emotion recognition, SER)(El Ayadi, Kamel et al. 2011; Nwe, Foo, and De Silva 2003; Jiang et al. 2019),其中恐惧和快乐等情绪被分配到离散的类...
原文的git 连接https://github.com/x4nth055/emotion-recognition-using-speech.git Introduction This repository handles building and training Speech Emotion Recognition System. The basic idea behind this tool is to build and train/test a suited machine learning ( as well as deep learning ) algorithm ...
HierSpeechpp https://github.com/sh-lee-prml/HierSpeechpp https://arxiv.org/abs/2311.12454 https://sh-lee-prml.github.io/HierSpeechpp-demo/基于大语言模型(LLM)的语音合成已广泛应用于零样本语音合成中…
We located 54 papers browsing Google or Google Scholar with the keywords hate speech nlp, hate speech detection, dataset hate speech, hate speech lexicon, hate speech shared task and hate speech detection syntax; 3 were found on GitHub and 3 on the ACL Anthology, both browsed with the keywor...
1. http://yerevann.github.io/2015/10/11/spoken-language-identification-with-deep-convolutional-networks 2. http://www.frank-zalkow.de/en/code-snippets/create-audio-spectrograms-with-python.html 简介 Predicting depression from acoustic features of speech using a Convolutional Neural Network. ...
6.https://www.microsoft.com/en-us/research/blog/speech-recognition-leaps-forward/ 7.https://blogs.microsoft.com/ai/microsoft-researchers-win-imagenet-computer-vision-challenge/ 8.https://blogs.msdn.microsoft.com/translation/ 9.https://rajpurkar.github.io/SQuAD-explorer/ ...
amirsh15/cross_modality_graph 3 Tasks Edit Emotion Recognition Speech Emotion Recognition Datasets Edit IEMOCAP Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers. Methods Edit Convolution...
https://github.com/zzw922cn/Automatic_Speech_Recognition Automatic-Speech-Recognition End-to-end automatic speech recognition system implemented in TensorFlow. Recent Updates Support TensorFlow ... 语音识别(Speech Recognition) 来源:Coursera吴恩达深度学习课程 现今,最令人振奋的发展之一就是seq2seq模型(sequenc...