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Emotional speech processing: Disentangling the effects of prosody and semantic cues

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Pages 834-853 | Received 01 Dec 2009, Accepted 15 Jun 2010, Published online: 10 Nov 2010

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Maria Spinelli, Tiziana Aureli, Gabrielle Coppola, Silvia Ponzetti, Francesca Lionetti, Valentina Scialpi & Mirco Fasolo. (2022) Verbal - prosodic association when narrating early caregiving experiences during the adult attachment interview: differences between secure and dismissing individuals. Attachment & Human Development 24:1, pages 93-114.
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Jonathan A. Caballero, Maël Mauchand, Xiaoming Jiang & Marc D. Pell. (2021) Cortical processing of speaker politeness: Tracking the dynamic effects of voice tone and politeness markers. Social Neuroscience 16:4, pages 423-438.
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Maël Mauchand, Nikos Vergis & Marc D. Pell. (2020) Irony, Prosody, and Social Impressions of Affective Stance. Discourse Processes 57:2, pages 141-157.
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Piera Filippi, Sebastian Ocklenburg, Daniel L. Bowling, Larissa Heege, Onur Güntürkün, Albert Newen & Bart de Boer. (2017) More than words (and faces): evidence for a Stroop effect of prosody in emotion word processing. Cognition and Emotion 31:5, pages 879-891.
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Meredith Caldwell, Summer K. Rankin, Patpong Jiradejvong, Courtney Carver & Charles J. Limb. (2015) Cochlear implant users rely on tempo rather than on pitch information during perception of musical emotion. Cochlear Implants International 16:sup3, pages S114-S120.
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Barbra Zupan, Duncan Babbage, Dawn Neumann & Barry Willer. (2014) Recognition of facial and vocal affect following traumatic brain injury. Brain Injury 28:8, pages 1087-1095.
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Articles from other publishers (58)

Florence Y. N. Leung, Vesna Stojanovik, Cunmei Jiang & Fang Liu. (2024) Investigating implicit emotion processing in autism spectrum disorder across age groups: A cross‐modal emotional priming study. Autism Research 17:4, pages 824-837.
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Mengzhu Yan & Xue Wu. (2024) Prosody in linguistic journals: a bibliometric analysis. Humanities and Social Sciences Communications 11:1.
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Pauline Larrouy-Maestri, David Poeppel & Marc D. Pell. (2024) The Sound of Emotional Prosody: Nearly 3 Decades of Research and Future Directions. Perspectives on Psychological Science.
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Leyuan Qu, Taihao Li, Cornelius Weber, Theresa Pekarek-Rosin, Fuji Ren & Stefan Wermter. (2024) Disentangling Prosody Representations With Unsupervised Speech Reconstruction. IEEE/ACM Transactions on Audio, Speech, and Language Processing 32, pages 39-54.
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Morgan Sandler & Arun Ross. (2023) Vocal Style Factorization for Effective Speaker Recognition in Affective Scenarios. Vocal Style Factorization for Effective Speaker Recognition in Affective Scenarios.
Rosa Korpela, Melisa Stevanovic & Salla Kurhila. (2023) Prosodic linking in apology sequences in Finnish elementary school mediations. Journal of Pragmatics 214, pages 54-72.
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Katharina Lingelbach, Mathias Vukelić & Jochem W. Rieger. (2023) GAUDIE: Development, validation, and exploration of a naturalistic German AUDItory Emotional database. Behavior Research Methods 56:3, pages 2049-2063.
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Jamila Minga, Shannon M. Sheppard, Melissa Johnson, Ronelle Hewetson, Petrea Cornwell & Margaret Lehman Blake. (2022) Apragmatism: The renewal of a label for communication disorders associated with right hemisphere brain damage. International Journal of Language & Communication Disorders 58:2, pages 651-666.
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Maël Mauchand & Shuyi Zhang. (2022) Disentangling emotional signals in the brain: an ALE meta-analysis of vocal affect perception. Cognitive, Affective, & Behavioral Neuroscience 23:1, pages 17-29.
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Hongwei DingYang Zhang. (2023) Speech Prosody in Mental Disorders. Annual Review of Linguistics 9:1, pages 335-355.
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Yi Lin, Xinran Fan, Yueqi Chen, Hao Zhang, Fei Chen, Hui Zhang, Hongwei Ding & Yang Zhang. (2022) Neurocognitive Dynamics of Prosodic Salience over Semantics during Explicit and Implicit Processing of Basic Emotions in Spoken Words. Brain Sciences 12:12, pages 1706.
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Barbra Zupan & Michelle Eskritt. (2022) Validation of Affective Sentences: Extending Beyond Basic Emotion Categories. Journal of Psycholinguistic Research 51:6, pages 1409-1429.
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Maël Mauchand & Marc D. Pell. (2022) Listen to my feelings! How prosody and accent drive the empathic relevance of complaining speech. Neuropsychologia 175, pages 108356.
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Fei Chen, Jing Lian, Gaode Zhang & Chengyu Guo. (2022) Semantics–Prosody Stroop Effect on English Emotion Word Processing in Chinese College Students With Trait Depression. Frontiers in Psychiatry 13.
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Xose A. Padilla. (2022) La voz como reacción emocional. Spanish in Context 19:1, pages 72-98.
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Marc David Pell, Sameer Sethi, Simon Rigoulot, Kathrin Rothermich, Pan Liu & Xiaoming Jiang. (2022) Emotional voices modulate perception and predictions about an upcoming face. Cortex 149, pages 148-164.
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Yifan Sun, Werner Sommer & Weijun Li. (2022) How accentuation influences the processing of emotional words in spoken language: An ERP study. Neuropsychologia 166, pages 108144.
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Barbra Zupan, Leah Dunn, Susanne Hackney & Bahtiyorhon Shamshidinova. (2021) The relationship between vocal affect recognition and psychosocial functioning for people with moderate to severe traumatic brain injury: a systematic review. Brain Impairment 22:3, pages 260-280.
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Yi Lin, Hongwei Ding & Yang Zhang. (2021) Unisensory and Multisensory Stroop Effects Modulate Gender Differences in Verbal and Nonverbal Emotion Perception. Journal of Speech, Language, and Hearing Research 64:11, pages 4439-4457.
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Christine MoonKyoung Cho & Jean-Marc Dewaele. (2021) A CROSSLINGUISTIC STUDY OF THE PERCEPTION OF EMOTIONAL INTONATION. Studies in Second Language Acquisition 43:4, pages 870-895.
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Yi Lin, Hongwei Ding & Yang Zhang. (2021) Gender Differences in Identifying Facial, Prosodic, and Semantic Emotions Show Category- and Channel-Specific Effects Mediated by Encoder's Gender. Journal of Speech, Language, and Hearing Research 64:8, pages 2941-2955.
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Pan Liu, Simon Rigoulot, Xiaoming Jiang, Shuyi Zhang & Marc D. Pell. (2021) Unattended Emotional Prosody Affects Visual Processing of Facial Expressions in Mandarin-Speaking Chinese: A Comparison With English-Speaking Canadians. Journal of Cross-Cultural Psychology 52:3, pages 275-294.
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Maël Mauchand & Marc D. Pell. (2021) Emotivity in the Voice: Prosodic, Lexical, and Cultural Appraisal of Complaining Speech. Frontiers in Psychology 11.
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Miho KITAMURA & Katsumi WATANABE. (2021) Effects of Secondhand Information on Impression Formation in Spoken Communication. International Journal of Affective Engineering 20:3, pages 189-198.
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Yi Lin, Hongwei Ding & Yang Zhang. (2020) Multisensory Integration of Emotion in Schizophrenic Patients. Multisensory Research 33:8, pages 865-901.
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Chieh Kao & Yang Zhang. (2020) Differential Neurobehavioral Effects of Cross-Modal Selective Priming on Phonetic and Emotional Prosodic Information in Late Second Language Learners. Journal of Speech, Language, and Hearing Research 63:8, pages 2508-2521.
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Nikos Vergis, Xiaoming Jiang & Marc D. Pell. (2020) Neural responses to interpersonal requests: Effects of imposition and vocally-expressed stance. Brain Research 1740, pages 146855.
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Adi Lausen & Kurt Hammerschmidt. (2020) Emotion recognition and confidence ratings predicted by vocal stimulus type and prosodic parameters. Humanities and Social Sciences Communications 7:1.
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Irina Valentinovna Tomicheva, Nataliya Aleksandrovna Khlybova & Irina Viktorovna Girenko. (2020) Verbal expression of emotions in the course of teaching foreign language. Филология: научные исследования:5, pages 51-60.
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Yi Lin, Hongwei Ding & Yang Zhang. (2020) Prosody Dominates Over Semantics in Emotion Word Processing: Evidence From Cross-Channel and Cross-Modal Stroop Effects. Journal of Speech, Language, and Hearing Research 63:3, pages 896-912.
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Nikos Vergis & Marc D. Pell. (2020) Factors in the perception of speaker politeness : the effect of linguistic structure, imposition and prosody . Journal of Politeness Research 16:1, pages 45-84.
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Yi Lin & Hongwei Ding. (2019) Multisensory Integration of Emotions in a Face-Prosody-Semantics Stroop Task. Multisensory Integration of Emotions in a Face-Prosody-Semantics Stroop Task.
Tina Schweizer, Fritz Renner, Dali Sun, Birgit Kleim, Emily A. Holmes & Brunna Tuschen-Caffier. (2018) Psychophysiological reactivity, coping behaviour and intrusive memories upon multisensory Virtual Reality and Script-Driven Imagery analogue trauma: A randomised controlled crossover study. Journal of Anxiety Disorders 59, pages 42-52.
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Melina J. West, David A. Copland, Wendy L. Arnott, Nicole L. Nelson & Anthony J. Angwin. (2018) Effects of Prosodic and Semantic Cues on Facial Emotion Recognition in Relation to Autism-Like Traits. Journal of Autism and Developmental Disorders 48:8, pages 2611-2618.
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Patricia Garrido-Vásquez, Marc D. Pell, Silke Paulmann & Sonja A. Kotz. (2018) Dynamic Facial Expressions Prime the Processing of Emotional Prosody. Frontiers in Human Neuroscience 12.
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Rebecca Jürgens, Julia Fischer & Annekathrin Schacht. (2018) Hot Speech and Exploding Bombs: Autonomic Arousal During Emotion Classification of Prosodic Utterances and Affective Sounds. Frontiers in Psychology 9.
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Karyn Fish, Kathrin Rothermich & Marc D. Pell. (2017) The sound of (in)sincerity. Journal of Pragmatics 121, pages 147-161.
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Peter L. Phalen, Giancarlo Dimaggio, Raffaele Popolo & Paul H. Lysaker. (2017) Aspects of Theory of Mind that attenuate the relationship between persecutory delusions and social functioning in schizophrenia spectrum disorders. Journal of Behavior Therapy and Experimental Psychiatry 56, pages 65-70.
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Ana P. Pinheiro, Marcelo Dias, João Pedrosa & Ana P. Soares. (2016) Minho Affective Sentences (MAS): Probing the roles of sex, mood, and empathy in affective ratings of verbal stimuli. Behavior Research Methods 49:2, pages 698-716.
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Piera Filippi. (2016) Emotional and Interactional Prosody across Animal Communication Systems: A Comparative Approach to the Emergence of Language. Frontiers in Psychology 07.
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Anjali Bhatara, Petri Laukka, Natalie Boll-Avetisyan, Lionel Granjon, Hillary Anger Elfenbein & Tanja Bänziger. (2016) Second Language Ability and Emotional Prosody Perception. PLOS ONE 11:6, pages e0156855.
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Virginie Laval, Virginie Dardier, Cécile Laval & Monetta Laura. (2016) La compréhension de l’intention d’autrui est-elle sous l’influence d’un biais négatif ?. Bulletin de psychologie Numéro 542:2, pages 117-126.
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Boaz M. Ben-David, Namita Multani, Vered Shakuf, Frank Rudzicz & Pascal H. H. M. van Lieshout. (2016) Prosody and Semantics Are Separate but Not Separable Channels in the Perception of Emotional Speech: Test for Rating of Emotions in Speech. Journal of Speech, Language, and Hearing Research 59:1, pages 72-89.
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Carlos Carreiras, André Lourenço, Helena Aidos, Hugo Plácido da Silva & Ana L. N. Fred. 2016. Computational Intelligence. Computational Intelligence 437 453 .
Pan Liu, Simon Rigoulot & Marc D. Pell. (2015) Cultural differences in on-line sensitivity to emotional voices: comparing East and West. Frontiers in Human Neuroscience 9.
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Niloofar Keshtiari, Michael Kuhlmann, Moharram Eslami & Gisela Klann-Delius. (2014) Recognizing emotional speech in Persian: A validated database of Persian emotional speech (Persian ESD). Behavior Research Methods 47:1, pages 275-294.
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Simon Rigoulot & Marc D. Pell. (2014) Emotion in the voice influences the way we scan emotional faces. Speech Communication 65, pages 36-49.
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Paul H. Lysaker, Bethany L. Leonhardt, Martin Brüne, Kelly D. Buck, Alison James, Jenifer Vohs, Michael Francis, Jay A. Hamm, Giampaolo Salvatore, Jamie M. Ringer & Giancarlo Dimaggio. (2014) Capacities for theory of mind, metacognition, and neurocognitive function are independently related to emotional recognition in schizophrenia. Psychiatry Research 219:1, pages 79-85.
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Marc Aguert, Virginie Laval, Agnès Lacroix, Sandrine Gil & Ludovic Le Bigot. (2013) Inferring Emotions from Speech Prosody: Not So Easy at Age Five. PLoS ONE 8:12, pages e83657.
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Emmanuelle Carette, Carlos Meléndez Quero & Éric Thiébaut. (2013) Expressions vocales et traces verbales de l’émotion dans l’entretien de conseil en apprentissage des langues. Lidil:48, pages 171-187.
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Hwajin Yang, Sujin Yang & Giho Park. (2013) Her Voice Lingers on and Her Memory Is Strategic: Effects of Gender on Directed Forgetting. PLoS ONE 8:5, pages e64030.
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Rachel Schwartz & Marc D. Pell. (2012) Emotional Speech Processing at the Intersection of Prosody and Semantics. PLoS ONE 7:10, pages e47279.
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Francesca M.M. Citron. (2012) Neural correlates of written emotion word processing: A review of recent electrophysiological and hemodynamic neuroimaging studies. Brain and Language 122:3, pages 211-226.
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Simon Rigoulot & Marc D. Pell. (2012) Seeing Emotion with Your Ears: Emotional Prosody Implicitly Guides Visual Attention to Faces. PLoS ONE 7:1, pages e30740.
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Abhishek Jaywant & Marc D. Pell. (2012) Categorical processing of negative emotions from speech prosody. Speech Communication 54:1, pages 1-10.
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Derek K Tracy, David K Ho, Owen O'Daly, Panayiota Michalopoulou, Lisa C Lloyd, Eleanor Dimond, Kazunori Matsumoto & Sukhwinder S Shergill. (2011) It's not what you say but the way that you say it: an fMRI study of differential lexical and non-lexical prosodic pitch processing. BMC Neuroscience 12:1.
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Silke Paulmann & Marc D. Pell. (2011) Is there an advantage for recognizing multi-modal emotional stimuli?. Motivation and Emotion 35:2, pages 192-201.
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Francesca Carbone & Caterina Petrone. (2022) The Impact of Semantics vs. Prosody of Emotions on Electrodermal Activity. SSRN Electronic Journal.
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