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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...72 Hits 1 – 20 of 1.424 1 Emotional Speech Recognition Using Deep Neural Networks Trinh Van, Loan; Dao Thi Le, Thuy; Le Xuan, Thanh; Castelli, Eric In: ISSN: 1424-8220 ; Sensors ; https://hal.archives-ouvertes.fr/hal-03632853 ; Sensors, MDPI, 2022, 22 (4), pp.1414. ⟨10.3390/s22041414⟩ (2022) Abstract: International audience ; The expression of emotions in human communication plays a very important role in the information that needs to be conveyed to the partner. The forms of expression of human emotions are very rich. It could be body language, facial expressions, eye contact, laughter, and tone of voice. The languages of the world’s peoples are different, but even without understanding a language in communication, people can almost understand part of the message that the other partner wants to convey with emotional expressions as mentioned. Among the forms of human emotional expression, the expression of emotions through voice is perhaps the most studied. This article presents our research on speech emotion recognition using deep neural networks such as CNN, CRNN, and GRU. We used the Interactive Emotional Dyadic Motion Capture (IEMOCAP) corpus for the study with four emotions: anger, happiness, sadness, and neutrality. The feature parameters used for recognition include the Mel spectral coefficients and other parameters related to the spectrum and the intensity of the speech signal. The data augmentation was used by changing the voice and adding white noise. The results show that the GRU model gave the highest average recognition accuracy of 97.47%. This result is superior to existing studies on speech emotion recognition with the IEMOCAP corpus. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; CNN; CRNN; data augmentation; emotion; GRU; IEMOCAP; recognition; speech URL: https://hal.archives-ouvertes.fr/hal-03632853/document https://hal.archives-ouvertes.fr/hal-03632853 https://doi.org/10.3390/s22041414 https://hal.archives-ouvertes.fr/hal-03632853/file/sensors-22-01414-v2.pdf BASE Hide details 2 Emotion on a textual level: the structuring function of emotions observed from annotations ; L'émotion à un niveau textuel : la fonction structurante des émotions observée à partir d'annotations Battistelli, Delphine; Étienne, Aline; Lecorvé, Gwénolé In: ISSN: 1963-1723 ; Discours - Revue de linguistique, psycholinguistique et informatique ; https://hal.archives-ouvertes.fr/hal-03607564 ; Discours - Revue de linguistique, psycholinguistique et informatique, Laboratoire LATTICE, A paraître (2022) BASE Show details 3 ELAL: An Emotion Lexicon for the Analysis of Alsatian Theatre Plays Bernhard, Delphine; Ruiz Fabo, Pablo In: Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-03655148 ; Language Resources and Evaluation Conference, Jun 2022, Marseille, France ; https://lrec2022.lrec-conf.org/ (2022) BASE Show details 4 The role of actors, targets, and witnesses: Examining gratitude exchanges in a social context Walsh, Lisa C; Regan, Annie; Lyubomirsky, Sonja In: JOURNAL OF POSITIVE PSYCHOLOGY, vol 17, iss 2 (2022) BASE Show details 5 Evaluation of Speaker Anonymization on Emotional Speech ; Analyse de l'anonymisation du locuteur sur de la parole émotionnelle Nourtel, Hubert; Champion, Pierre; Jouvet, Denis... In: JEP2022 - Journées d'Études sur la Parole ; https://hal.archives-ouvertes.fr/hal-03636737 ; JEP2022 - Journées d'Études sur la Parole, Jun 2022, Île de Noirmoutier, France (2022) BASE Show details 6 Contextual time-continuous emotion recognition based on multimodal data ... Fedotov, Dmitrii. - : Universität Ulm, 2022 BASE Show details 7 The Effect of Self-Distancing on Emotion Regulation and Autobiographical Remembering ... Dilek, Senanur. - : Open Science Framework, 2022 BASE Show details 8 К ВОПРОСУ ИЗУЧЕНИЯ МИМИКИ В ЛИНГВИСТИКЕ ... Моҳинурхон Ахрорхон Қизи Иброҳимова. - : Academic research in educational sciences, 2022 BASE Show details 9 Psychic Life-Biological Molecule Bidirectional Relationship: Pathways, Mechanisms, and Consequences for Medical and Psychological Sciences—A Narrative Review Anna Giulia Bottaccioli; Mauro Bologna; Francesco Bottaccioli In: International Journal of Molecular Sciences; Volume 23; Issue 7; Pages: 3932 (2022) BASE Show details 10 Data for: Prosodic alignment toward emotionally expressive speech: Comparing human and Alexa model talkers ... Cohn, Michelle. - : Mendeley, 2022 BASE Show details 11 Linking Categorical and Dimensional Approaches to Assess Food-Related Emotions Alexander Toet; Erik Van der Burg; Tim J. Van den Broek; Daisuke Kaneko; Anne-Marie Brouwer; Jan B. F. Van Erp In: Foods; Volume 11; Issue 7; Pages: 972 (2022) BASE Show details 12 Perceived Anger in Clear and Conversational Speech: Contributions of Age and Hearing Loss Shae D. Morgan; Sarah Hargus Ferguson; Ashton D. Crain; Skyler G. Jennings In: Brain Sciences; Volume 12; Issue 2; Pages: 210 (2022) BASE Show details 13 In a Bilingual Mood: Mood Affects Lexico-Semantic Processing Differently in Native and Non-Native Languages Marcin Naranowicz; Katarzyna Jankowiak; Patrycja Kakuba; Katarzyna Bromberek-Dyzman; Guillaume Thierry In: Brain Sciences; Volume 12; Issue 3; Pages: 316 (2022) BASE Show details 14 Emotion Understanding in Bilingual Preschoolers Daria Bukhalenkova; Aleksander Veraksa; Margarita Gavrilova; Natalia Kartushina In: Behavioral Sciences; Volume 12; Issue 4; Pages: 115 (2022) BASE Show details 15 Emotional Speech Recognition Method Based on Word Transcription Gulmira Bekmanova; Banu Yergesh; Altynbek Sharipbay; Assel Mukanova In: Sensors; Volume 22; Issue 5; Pages: 1937 (2022) BASE Show details 16 Affective State Recognition in Livestock—Artificial Intelligence Approaches Suresh Neethirajan In: Animals; Volume 12; Issue 6; Pages: 759 (2022) BASE Show details 17 Estimating the Emotional Information in Japanese Songs Using Search Engines Jin Akaishi; Masaki Sakata; Jouichiro Yoshinaga; Mitsutaka Nakano; Kazuhiro Koshi; Kimiyasu Kiyota In: Sensors; Volume 22; Issue 5; Pages: 1800 (2022) BASE Show details 18 Emotional Speech Recognition Using Deep Neural Networks Loan Trinh Van; Thuy Dao Thi Le; Thanh Le Xuan; Eric Castelli In: Sensors; Volume 22; Issue 4; Pages: 1414 (2022) BASE Show details 19 A Multitask Learning Framework for Abuse Detection and Emotion Classification Yucheng Huang; Rui Song; Fausto Giunchiglia; Hao Xu In: Algorithms; Volume 15; Issue 4; Pages: 116 (2022) BASE Show details 20 Advanced Fusion-Based Speech Emotion Recognition System Using a Dual-Attention Mechanism with Conv-Caps and Bi-GRU Features Bubai Maji; Monorama Swain; Mustaqeem Mustaqeem In: Electronics; Volume 11; Issue 9; Pages: 1328 (2022) BASE Show details Page: 1 2 3 4 5...72

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