Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Whispered Speech Emotion Recognition with Gender Detection using BiLSTM and DCNN Subject The topic of the resource BiLSTM; Data Corpus; DCN; Emotion Recognition; Speech Features; Whispered Speech Description An account of the resource Emotions are human mental states at a particular instance in time concerning ones circumstances, mood, and relationships with others. Identifying emotions from the whispered speech is complicated as the conversation might be confidential. The representation of the speech relies on the magnitude of its information. Whispered speech is intelligible, a low-intensity signal, and varies from normal speech. Emotion identification is quite tricky from whispered speech. Both prosodic and spectral speech features help to identify emotions. The emotion identification in a whispered speech happens using prosodic speech features such as zero-crossing rate (ZCR), pitch, and spectral features that include spectral centroid, chroma STFT, Mel scale spectrogram, Mel-frequency cepstral coefficient (MFCC), Shifted Delta Cepstrum (SDC), and Spectral Flux. There are two parts to the proposed implementation. Bidirectional Long Short-Term Memory (BiLSTM) helps to identify the gender from the speech sample in the first step with SDC and pitch. The Deep Convolutional Neural Network (DCNN) model helps to identify the emotions in the second step. This implementation is evaluated using the wTIMIT data corpus and gives 98.54% accuracy. Emotions have a dynamic effect on genders, so this implementation performs better than traditional approaches. This approach helps to design online learning management systems, different applications for mobile devices, checking cyber-criminal activities, emotion detection for older people, automatic speaker identification and authentication, forensics, and surveillance. (2023), (Iranian Academic Center for Education). All Rights Reserved. Creator An entity primarily responsible for making the resource Mohanty A.; Cherukuri R.C. Source A related resource from which the described resource is derived Journal of Information Systems and Telecommunication, Vol-12, No. 2, pp. 152-161. Publisher An entity responsible for making the resource available Iranian Academic Center for Education, Culture and Research Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.61186/jist.43703.12.46.152" target="_blank" rel="noreferrer noopener">https://doi.org/10.61186/jist.43703.12.46.152</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85201782931&amp;doi=10.61186%2Fjist.43703.12.46.152&amp;partnerID=40&amp;md5=d057298b375b6bde82e9fad2487d0505" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85201782931&amp;doi=10.61186%2fjist.43703.12.46.152&amp;partnerID=40&amp;md5=d057298b375b6bde82e9fad2487d0505</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23221437 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Mohanty A., Department of Computer science and Engineering, Christ (Deemed to be University), Bangalore, India; Cherukuri R.C., Department of Computer science and Engineering, Christ (Deemed to be University), Bangalore, India