… In this section, noise robustness and accuracy of various characteristics are evaluated
and compared on speech emotion recognition under different SNR levels. Also, 5-fold cross …

… a new approach of robust emotion recognition in speech signals in noisy environment. By …
proposed for robust emotion recognition in noisy speech. The effectiveness and robustness of …

… in a noise robust speech recognition [6]. This was the main motivation for making in this
paper an attempt to use HEQ for improving the speech emotion recognition accuracy in noisy …

… emotion recognition performances degrade drastically for noisy speech, we propose a robust
… energy based VAD for robust emotion recognition in noisy speech. The proposed VAD is …

… effects of noise conditions for speech emotion recognition on … speech emotion recognition
suffers as expected under noise … can be observed at severe noise levels compared to other …

… long-short term memory (LSTM) CNN-LSTM model for robust SER. ey found that CNN
demonstrates a certain degree of noise robustness. However, this study does not utilise very deep …

… understanding the robustness of each acoustic feature can lead to more robust SER systems…
with regard to noise robustness, we analyze each acoustic feature in the presence of noise, …

… Conclusion This paper compared the performance of noise-robust emotion recognition …
showed the emotion recognition results of the classifier trained with clean speech under a noisy …

… for emotion recognition systems since realistic emotions could not be found in acted databases
[13]. However, in real-life contexts, emotions … They are known to be robust to noisy signal. …

… in imparting robustness to the emotion recognition systems. … been used in noisy speech
emotion recognition task (eg [5, 8… been investigated for speech emotion recognition task. Since …