This repo is the official implementation of "Accuracy Enhancement Method for Speech Emotion Recognition from Spectrogram using Temporal Frequency Correlation and Positional Information Learning ...
Abstract: In this paper, a novel endpoint detection algorithm based on spectrogram row self-correlation is proposed. Initially, the original speech signals are changed into speech spectrogram. In ...
A study published in the journal Information Sciences introduces a novel framework for speech emotion recognition using dual-channel spectrograms and optimized deep features. Their proposed ...
Improvement of speech emotion recognition with neural network classifier by using speech spectrogram
Abstract: This research presents a novel algorithm for detecting human emotion via speech recognition by using speech spectrogram. The proposed algorithm aims to detect the emotional by using ...
Spectrogram Analysis: Generate a spectrogram of the audio signal and identify both local and global peaks within the waveform. Peak Smoothing: Apply an average filter to the corrected waveform to ...
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