Subject: Re: [AUDITORY] Emotions vocalisations database From: Frank Russo <000003cbca248916-dmarc-request@xxxxxxxx> Date: Thu, 26 Feb 2026 08:44:35 -0500--Apple-Mail=_988EA07F-F1AE-4359-893D-B347781E38E5 Content-Type: multipart/alternative; boundary="Apple-Mail=_95A63E94-4C8D-4B0C-A29D-244D6E8F8190" --Apple-Mail=_95A63E94-4C8D-4B0C-A29D-244D6E8F8190 Content-Transfer-Encoding: quoted-printable Content-Type: text/plain; charset=utf-8 The RAVDESS is a validated multimodal database of emotional speech and = song. The database is gender balanced consisting of 24 professional = actors, vocalizing lexically-matched statements in a neutral North = American accent. Speech includes calm, happy, sad, angry, fearful, = surprise, and disgust expressions, and song contains calm, happy, sad, = angry, and fearful emotions. Each expression is produced at two levels = of emotional intensity, with an additional neutral expression. All = conditions are available in face-and-voice, face-only, and voice-only = formats. The set of 7356 recordings were each rated 10 times on = emotional validity, intensity, and genuineness. Ratings were provided by = 247 individuals who were characteristic of untrained research = participants from North America. Livingstone, S. R., & Russo, F. A. (2018). The Ryerson Audio-Visual = Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal = set of facial and vocal expressions in North American English. PloS one, = 13(5), e0196391. The database has been widely used in psychological, neural, and = computational studies of emotion. An acoustic analysis of the RAVDESS = was recently reported here: Major, Devon P., and Monita Chatterjee. "Acoustic analyses of the = RAVDESS corpus of emotional stimuli." JASA Express Letters 6.2 (2026). Best, Frank ________________________________ Frank A. Russo, PhD Professor (Full), Psychology, Faculty of Arts, Toronto Metropolitan = University Professor (Status), Faculties of Music and Medicine, University of = Toronto Adjunct Scientist, KITE, Toronto Rehabilitation Institute, University = Health Network Scientific Director, SMART <http://www.smartlaboratory.org/> Lab=20 Scientific Director, SingWell <https://www.singwell.ca/> Project Chief Science Officer, LUCID <https://www.lucidtherapeutics.com/> = Therapeutics Tel: 01-416-979-5000, x. 552647 (office), x. 554989 (lab) russo@xxxxxxxx > On Feb 26, 2026, at 04:13, Jochem Rieger = <jochem.rieger@xxxxxxxx> wrote: >=20 > GAUDIE is an extensively validated German naturalistic auditory speech = database with positive, neutral, and negative speech sequences available = for non-profit academic research purposes. It comprises 37 audio speech = sequences with a total duration of 92 minutes. The database is described = in Lingelbach et al 2023 > =20 > Lingelbach, K., Vukeli=C4=87, M. & Rieger, J.W. GAUDIE: Development, = validation, and exploration of a naturalistic German AUDItory Emotional = database. Behav Res 56, 2049=E2=80=932063 (2024). = https://doi.org/10.3758/s13428-023-02135-z >=20 > Best,=20 > Jochem >=20 > On 25.02.26 15:46, Morgan, Shae wrote: >> ACHTUNG! Diese E-Mail kommt von Extern! WARNING! This email = originated off-campus. >> If the stimuli can have speech vs nonverbal or just emotional sounds, = there are lots of databases available: >>=20 >> Toronto Emotional Speech Set (Dupuis & Pichora Fuller) >> = https://www.kaggle.com/datasets/ejlok1/toronto-emotional-speech-set-tess >> Morgan Emotional Speech Set (Morgan, 2019) >> https://zenodo.org/records/7378320 >> Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS; = Livingstone and Russo 2018) >> https://zenodo.org/records/1188976 >>=20 >>=20 >> They're all different in terms of which variables they code/don't = code for. RAVDESS has song and speech, limited sentence variability (2 = sentence frames), but many talkers and emotional expressions in high and = low intensity. MESS has more semantic variability and target words = (making it suitable for word and emotion recognition studies, masking, = intelligibility, etc.), but fewer talkers (3 female 3 male) recorded at = a single intensity for 4 emotion groups. TESS has few talkers, but = includes age as a factor, a good number of emotional expressions.=20 >>=20 >> Table 1 in Morgan & LaPaugh (2025) has a summary of commonly used = emotional speech databases with citations for each - you can read up on = the methods to see which database would suit your needs! >>=20 >> Morgan, S. D., & LaPaugh, B. (2025). Methodological Stimulus = Considerations for Auditory Emotion Recognition Test Design. Journal of = Speech, Language, and Hearing Research, 68(3), 1209-1224. >>=20 >> Cheers! >>=20 >>=20 >>=20 >>=20 >> <https://louisville.edu/>=EF=BF=BC=09 >> Shae Morgan, PhD, AuD, CCC-A (he/him/his = <https://www.glsen.org/activity/pronouns-guide-glsen>) >> Associate Professor >> Program Director, Audiology >> =20 >> =20 >> From: AUDITORY - Research in Auditory Perception = <AUDITORY@xxxxxxxx> <mailto:AUDITORY@xxxxxxxx> on behalf = of Sophie Scott <sophie.scott@xxxxxxxx> <mailto:sophie.scott@xxxxxxxx> >> Sent: Tuesday, February 24, 2026 6:34 AM >> To: AUDITORY@xxxxxxxx <mailto:AUDITORY@xxxxxxxx> = <AUDITORY@xxxxxxxx> <mailto:AUDITORY@xxxxxxxx> >> Subject: Re: [AUDITORY] Emotions vocalisations database >> =20 >> CAUTION: This email originated from outside of our organization. Do = not click links, open attachments, or respond unless you recognize the = sender's email address and know the contents are safe. >> The stimulus set of non verbal emotional vocalizations that are = reported in this paper, Sauter et al, 2010, QJEP = (https://pure.mpg.de/rest/items/item_1169646/component/file_1169645/conten= t), and some of which are cross culturally recognised (Sauter et al, = PNAS 2010) are available if you email me directly. >>=20 >> Best wishes >> Sophie >>=20 >>=20 >> Prof Sophie Scott CBE >> Director, Institute of Cognitive Neuroscience, UCL, >> 17 Queen Square,=20 >> London WC1N 3AZ >> 020 7679 1144 (office) >> 07881853586 (mobile) >>=20 >> From: AUDITORY - Research in Auditory Perception = <AUDITORY@xxxxxxxx> <mailto:AUDITORY@xxxxxxxx> on behalf = of Uther, Maria <M.Uther@xxxxxxxx> <mailto:M.Uther@xxxxxxxx> >> Sent: 23 February 2026 11:03 >> To: AUDITORY@xxxxxxxx <mailto:AUDITORY@xxxxxxxx> = <AUDITORY@xxxxxxxx> <mailto:AUDITORY@xxxxxxxx> >> Subject: Emotions vocalisations database >> =20 >> =E2=9A=A0 Caution: External sender >>=20 >> Hello all,=20 >>=20 >> I am in need of a set of freely available emotions vocalisations for = a study I am doing on detecting emotions in the human voice.=20 >>=20 >> I am aware of the Montreal Affective Voices. I am also aware of the = International Affective Digitized Sounds (IADS-E) database.=20 >>=20 >> Is there any reason to choose one over the other or anybody have any = other suggestions?=20 >>=20 >> Thanks in advance,=20 >>=20 >> Maria >>=20 >> Professor Maria Uther, C.Psychol., CSci., AFBPsS >> Honorary Professor >> University of Wolverhampton > --=20 > Jochem Rieger > Prof. Dr. rer. nat. habil. > Applied Neurocognitive Psychology > DFG Center for Open and Reproducible Neuroscience Tools=20 > COST Action INDoS CA24161 > DFG RTG 2783 Neuromodulation of motor and cognitive function >=20 > Carl-von-Ossietzky University Oldenburg > Phone: +49 (0)441 798 4533 > Web: https://uol.de/en/applied-neurocognitive-psychology > github: https://github.com/ANCPLabOldenburg > https://www.indos-costaction.eu/ --Apple-Mail=_95A63E94-4C8D-4B0C-A29D-244D6E8F8190 Content-Type: multipart/related; type="text/html"; boundary="Apple-Mail=_03359DDA-2694-45B0-A338-188621124A5A" --Apple-Mail=_03359DDA-2694-45B0-A338-188621124A5A Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset=utf-8 <html><head><meta http-equiv=3D"content-type" content=3D"text/html; = charset=3Dutf-8"></head><body style=3D"overflow-wrap: break-word; = -webkit-nbsp-mode: space; line-break: after-white-space;">The = <b>RAVDESS</b> is a validated multimodal database of emotional speech = and song. The database is gender balanced consisting of 24 professional = actors, vocalizing lexically-matched statements in a neutral North = American accent. Speech includes calm, happy, sad, angry, fearful, = surprise, and disgust expressions, and song contains calm, happy, sad, = angry, and fearful emotions. Each expression is produced at two levels = of emotional intensity, with an additional neutral expression. All = conditions are available in face-and-voice, face-only, and voice-only = formats. The set of 7356 recordings were each rated 10 times on = emotional validity, intensity, and genuineness. Ratings were provided by = 247 individuals who were characteristic of untrained research = participants from North America.<div><br></div><div>Livingstone, S. R., = & Russo, F. A. (2018). The Ryerson Audio-Visual Database of = Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial = and vocal expressions in North American English. PloS one, 13(5), = e0196391.</div><div><br></div><div>The database has been widely used in = psychological, neural, and computational studies of emotion. An acoustic = analysis of the RAVDESS was recently reported = here:</div><div><br></div><div>Major, Devon P., and Monita Chatterjee. = "Acoustic analyses of the RAVDESS corpus of emotional stimuli." JASA = Express Letters 6.2 = (2026).</div><div><br></div><div>Best,</div><div>Frank<br = id=3D"lineBreakAtBeginningOfMessage"><div> <meta charset=3D"UTF-8"><div dir=3D"auto" style=3D"caret-color: rgb(0, = 0, 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div dir=3D"auto" style=3D"caret-color: rgb(0, 0, = 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none; overflow-wrap: break-word; -webkit-nbsp-mode: space; line-break: = after-white-space;"><div style=3D"caret-color: rgb(0, 0, 0); color: = rgb(0, 0, 0); font-family: Calibri; font-size: 18px; font-style: normal; = font-variant-caps: normal; font-weight: 400; letter-spacing: normal; = text-align: start; text-indent: 0px; text-transform: none; white-space: = normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; = text-decoration: none;">________________________________<br>Frank A. = Russo, PhD<br>Professor (Full), Psychology, Faculty of Arts, = Toronto Metropolitan University<br>Professor (Status), Faculties = of Music and = Medicine, University of Toronto<br>Adjunct Scientist, = KITE, Toronto Rehabilitation Institute, University Health = Network<br>Scientific Director, <a = href=3D"http://www.smartlaboratory.org">SMART</a> Lab <br>Scient= ific Director, <a = href=3D"https://www.singwell.ca">SingWell</a> Project<br>Chief = Science Officer, <a = href=3D"https://www.lucidtherapeutics.com">LUCID</a> Therapeutics</di= v><div style=3D"caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); = font-family: Calibri; font-size: 18px; font-style: normal; = font-variant-caps: normal; font-weight: 400; letter-spacing: normal; = text-align: start; text-indent: 0px; text-transform: none; white-space: = normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; = text-decoration: none;">Tel: 01-416-979-5000, x. 552647 (office), = x. 554989 = (lab)<br>russo@xxxxxxxx</div></div></div></div></div></div></div></div= ></div></div></div></div></div></div></div></div></div></div></div></div><= /div></div></div></div></div></div></div> </div> <div><br><blockquote type=3D"cite"><div>On Feb 26, 2026, at 04:13, = Jochem Rieger <jochem.rieger@xxxxxxxx> wrote:</div><br = class=3D"Apple-interchange-newline"><div><meta charset=3D"UTF-8"><div = style=3D"margin-top: 0px; margin-bottom: 0px; caret-color: rgb(0, 0, 0); = font-family: Calibri; font-size: 18px; font-style: normal; = font-variant-caps: normal; font-weight: 400; letter-spacing: normal; = text-align: start; text-indent: 0px; text-transform: none; white-space: = normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; = text-decoration: none;">GAUDIE is an extensively validated German = naturalistic auditory speech database with positive, neutral, and = negative speech sequences available for non-profit academic research = purposes. It comprises 37 audio speech sequences with a total duration = of 92 minutes. The database is described in Lingelbach et al = 2023</div><div style=3D"margin-top: 0px; margin-bottom: 0px; = caret-color: rgb(0, 0, 0); font-family: Calibri; font-size: 18px; = font-style: normal; font-variant-caps: normal; font-weight: 400; = letter-spacing: normal; text-align: start; text-indent: 0px; = text-transform: none; white-space: normal; word-spacing: 0px; = -webkit-text-stroke-width: 0px; text-decoration: none;"> <span = class=3D"Apple-converted-space"> </span><br></div><div = style=3D"margin-top: 0px; margin-bottom: 0px; caret-color: rgb(0, 0, 0); = font-family: Calibri; font-size: 18px; font-style: normal; = font-variant-caps: normal; font-weight: 400; letter-spacing: normal; = text-align: start; text-indent: 0px; text-transform: none; white-space: = normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; = text-decoration: none;">Lingelbach, K., Vukeli=C4=87, M. & Rieger, = J.W. GAUDIE: Development, validation, and exploration of a naturalistic = German AUDItory Emotional database.<span = class=3D"Apple-converted-space"> </span><i>Behav Res</i><span = class=3D"Apple-converted-space"> </span><b>56</b>, 2049=E2=80=932063 = (2024).<span class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-freetext" = href=3D"https://doi.org/10.3758/s13428-023-02135-z">https://doi.org/10.375= 8/s13428-023-02135-z</a></div><div style=3D"margin-top: 0px; = margin-bottom: 0px; caret-color: rgb(0, 0, 0); font-family: Calibri; = font-size: 18px; font-style: normal; font-variant-caps: normal; = font-weight: 400; letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; white-space: normal; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none;"><br></div><div style=3D"margin-top: 0px; margin-bottom: 0px; = caret-color: rgb(0, 0, 0); font-family: Calibri; font-size: 18px; = font-style: normal; font-variant-caps: normal; font-weight: 400; = letter-spacing: normal; text-align: start; text-indent: 0px; = text-transform: none; white-space: normal; word-spacing: 0px; = -webkit-text-stroke-width: 0px; text-decoration: none;">Best,<span = class=3D"Apple-converted-space"> </span><br></div><div = style=3D"margin-top: 0px; margin-bottom: 0px; caret-color: rgb(0, 0, 0); = font-family: Calibri; font-size: 18px; font-style: normal; = font-variant-caps: normal; font-weight: 400; letter-spacing: normal; = text-align: start; text-indent: 0px; text-transform: none; white-space: = normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; = text-decoration: none;"> Jochem<br></div><div = style=3D"margin-top: 0px; margin-bottom: 0px; caret-color: rgb(0, 0, 0); = font-family: Calibri; font-size: 18px; font-style: normal; = font-variant-caps: normal; font-weight: 400; letter-spacing: normal; = text-align: start; text-indent: 0px; text-transform: none; white-space: = normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; = text-decoration: none;"><br></div><div class=3D"moz-cite-prefix" = style=3D"caret-color: rgb(0, 0, 0); font-family: Calibri; font-size: = 18px; font-style: normal; font-variant-caps: normal; font-weight: 400; = letter-spacing: normal; text-align: start; text-indent: 0px; = text-transform: none; white-space: normal; word-spacing: 0px; = -webkit-text-stroke-width: 0px; text-decoration: none;">On 25.02.26 = 15:46, Morgan, Shae wrote:<br></div><blockquote type=3D"cite" = cite=3D"mid:PH7PR03MB699531C3012065F70AB4211D9F75A@xxxxxxxx= prod.outlook.com" style=3D"font-family: Calibri; font-size: 18px; = font-style: normal; font-variant-caps: normal; font-weight: 400; = letter-spacing: normal; orphans: auto; text-align: start; text-indent: = 0px; text-transform: none; white-space: normal; widows: auto; = word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: = none;"><div style=3D"border: 1pt solid rgb(0, 51, 51); padding: = 2pt;"><div style=3D"margin-top: 0px; margin-bottom: 0px; line-height: = 10pt; background: rgb(213, 234, 255);"><span style=3D"font-size: 10pt; = font-family: "Time new Roman"; color: = red;">ACHTUNG!</span><span style=3D"font-size: 10pt; font-family: = "Time new Roman";"><span = class=3D"Apple-converted-space"> </span>Diese E-Mail kommt von = Extern!<span class=3D"Apple-converted-space"> </span><span = style=3D"color: rgb(255, 0, 0);">WARNING!</span><span = class=3D"Apple-converted-space"> </span>This email originated = off-campus.<br></span></div></div><div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;">If the stimuli can = have speech vs nonverbal or just emotional sounds, there are lots of = databases available:</div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><br></div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;">Toronto Emotional Speech Set (Dupuis & Pichora = Fuller)</div><div class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;"><a = href=3D"https://www.kaggle.com/datasets/ejlok1/toronto-emotional-speech-se= t-tess" moz-do-not-send=3D"true" = class=3D"moz-txt-link-freetext">https://www.kaggle.com/datasets/ejlok1/tor= onto-emotional-speech-set-tess</a></div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;">Morgan Emotional = Speech Set (Morgan, 2019)</div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><a = href=3D"https://zenodo.org/records/7378320" moz-do-not-send=3D"true" = class=3D"moz-txt-link-freetext">https://zenodo.org/records/7378320</a></di= v><div class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;">Ryerson Audio-Visual Database of Emotional Speech and = Song (RAVDESS; Livingstone and Russo 2018)</div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;"><a href=3D"https://zenodo.org/records/1188976" = moz-do-not-send=3D"true" = class=3D"moz-txt-link-freetext">https://zenodo.org/records/1188976</a></di= v><div class=3D"elementToProof" id=3D"Signature"><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;"><br></div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><br></div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;">They're all different in terms of which variables they = code/don't code for. RAVDESS has song and speech, limited sentence = variability (2 sentence frames), but many talkers and emotional = expressions in high and low intensity. MESS has more semantic = variability and target words (making it suitable for word and emotion = recognition studies, masking, intelligibility, etc.), but fewer talkers = (3 female 3 male) recorded at a single intensity for 4 emotion groups. = TESS has few talkers, but includes age as a factor, a good number of = emotional expressions. </div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><br></div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;">Table 1 in Morgan & LaPaugh (2025) has a summary = of commonly used emotional speech databases with citations for each - = you can read up on the methods to see which database would suit your = needs!</div><div class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;"><br></div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;">Morgan, S. D., & = LaPaugh, B. (2025). Methodological Stimulus Considerations for Auditory = Emotion Recognition Test Design. Journal of Speech, Language, and = Hearing Research, 68(3), 1209-1224.</div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><br></div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;">Cheers!</div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><br></div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;"><br></div><div class=3D"elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 11pt;"><br></div><div = class=3D"elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 11pt;"><br></div><table cellspacing=3D"0" cellpadding=3D"0" = border=3D"0" style=3D"background-color: white; border-collapse: = collapse; border-spacing: 0px; box-sizing: border-box;"><tbody><tr><td = style=3D"padding: 0in 11.25pt 0in 0in; vertical-align: top;"><div = style=3D"margin: 0in; line-height: 14pt; font-family: Calibri, = sans-serif; font-size: 11pt;"><span style=3D"font-family: Helvetica, = sans-serif; font-size: 9pt; color: rgb(173, 0, 0);"><u><a = href=3D"https://louisville.edu/" moz-do-not-send=3D"true" style=3D"color: = rgb(173, 0, 0); margin-top: 0px; margin-bottom: 0px;"><img = alt=3D"Outlook-UofL.png" = src=3D"cid:part1.qfz0CYgr.H2HBX1qf@xxxxxxxx"></a></u></span></div>= </td><td style=3D"padding: 0in;"><div style=3D"margin: 0in; line-height: = 14pt; font-family: Calibri, sans-serif; font-size: 11pt;"><span = style=3D"font-family: Helvetica, sans-serif; font-size: 10pt; color: = rgb(173, 0, 0);"><b>Shae Morgan, PhD, AuD, CCC-A<span = class=3D"Apple-converted-space"> </span></b></span><span = style=3D"font-family: Helvetica, sans-serif; font-size: 9pt; color: = rgb(102, 102, 102);">(</span><span style=3D"letter-spacing: 0.25pt; = font-family: Helvetica, sans-serif; font-size: 9pt; color: rgb(102, 102, = 102);"><i><u><a target=3D"_blank" = href=3D"https://www.glsen.org/activity/pronouns-guide-glsen" = moz-do-not-send=3D"true" style=3D"color: rgb(102, 102, 102); margin-top: = 0px; margin-bottom: 0px;">he/him/his</a></u></i></span><span = style=3D"font-family: Helvetica, sans-serif; font-size: 9pt; color: = rgb(102, 102, 102);">)</span></div><div style=3D"margin: 0in; = line-height: 14pt; font-family: Calibri, sans-serif; font-size: = 11pt;"><span style=3D"font-family: Helvetica, sans-serif; font-size: = 10pt;">Associate Professor</span></div><div style=3D"margin: 0in; = line-height: 14pt; font-family: Calibri, sans-serif; font-size: = 11pt;"><span style=3D"font-family: Helvetica, sans-serif; font-size: = 10pt;">Program Director, = Audiology</span></div></td></tr></tbody></table><p = class=3D"elementToProof" style=3D"margin: 0in; font-family: Calibri, = sans-serif; font-size: 11pt;"> </p><p class=3D"elementToProof" = style=3D"margin: 0in; font-family: Calibri, sans-serif; font-size: = 11pt;"> </p></div><hr tabindex=3D"-1" style=3D"display: = inline-block; width: 872.1875px;"><div id=3D"divRplyFwdMsg" = dir=3D"ltr"><font face=3D"Calibri, sans-serif" style=3D"font-size: = 11pt;"><b>From:</b><span = class=3D"Apple-converted-space"> </span>AUDITORY - Research in = Auditory Perception<span class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-rfc2396E" = href=3D"mailto:AUDITORY@xxxxxxxx"><AUDITORY@xxxxxxxx><= /a><span class=3D"Apple-converted-space"> </span>on behalf of = Sophie Scott<span class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-rfc2396E" = href=3D"mailto:sophie.scott@xxxxxxxx"><sophie.scott@xxxxxxxx></a><= br><b>Sent:</b><span class=3D"Apple-converted-space"> </span>Tuesday,= February 24, 2026 6:34 AM<br><b>To:</b><span = class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-abbreviated" = href=3D"mailto:AUDITORY@xxxxxxxx">AUDITORY@xxxxxxxx</a><span= class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-rfc2396E" = href=3D"mailto:AUDITORY@xxxxxxxx"><AUDITORY@xxxxxxxx><= /a><br><b>Subject:</b><span = class=3D"Apple-converted-space"> </span>Re: [AUDITORY] Emotions = vocalisations database</font><div> </div></div><div dir=3D"ltr"><div = style=3D"margin-top: 0px; margin-bottom: 0px; line-height: 12pt; = background: rgb(255, 77, 77);"><b><span style=3D"font-size: = 10pt;">CAUTION:</span></b><span style=3D"font-size: 10pt;"><span = class=3D"Apple-converted-space"> </span>This email originated from = outside of our organization. Do not click links, open attachments, or = respond unless you recognize the sender's email address and know the = contents are safe.</span></div><div><div class=3D"x_elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 12pt;">The stimulus set of = non verbal emotional vocalizations that are reported in this paper, = Sauter et al, 2010, QJEP (<a = href=3D"https://pure.mpg.de/rest/items/item_1169646/component/file_1169645= /content" = originalsrc=3D"https://pure.mpg.de/rest/items/item_1169646/component/file_= 1169645/content" moz-do-not-send=3D"true" = class=3D"moz-txt-link-freetext">https://pure.mpg.de/rest/items/item_116964= 6/component/file_1169645/content</a>), and some of which are cross = culturally recognised (Sauter et al, PNAS 2010) are available if you = email me directly.</div><div class=3D"x_elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 12pt;"><br></div><div = class=3D"x_elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 12pt;">Best wishes</div><div class=3D"x_elementToProof" = style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, = Calibri, Helvetica, sans-serif; font-size: 12pt;">Sophie</div><div = class=3D"x_elementToProof" id=3D"x_Signature"><div = class=3D"x_elementToProof" style=3D"font-family: Aptos, = Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; = font-size: 12pt;"><br></div><div class=3D"x_elementToProof" = style=3D"font-family: Calibri, Arial, Helvetica, sans-serif; font-size: = 12pt;"><br></div><div class=3D"x_elementToProof" style=3D"font-family: = Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;">Prof Sophie = Scott CBE</div><div class=3D"x_elementToProof" style=3D"font-family: = Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;">Director, = Institute of Cognitive Neuroscience, UCL,</div><div = class=3D"x_elementToProof" style=3D"font-family: Calibri, Arial, = Helvetica, sans-serif; font-size: 12pt;">17 Queen = Square, </div><div class=3D"x_elementToProof" style=3D"font-family: = Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;">London WC1N = 3AZ</div><div class=3D"x_elementToProof" style=3D"font-family: Calibri, = Arial, Helvetica, sans-serif; font-size: 12pt;">020 7679 1144 = (office)</div><div class=3D"x_elementToProof" style=3D"font-family: = Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;">07881853586 = (mobile)</div><div class=3D"x_elementToProof" style=3D"font-family: = Calibri, Arial, Helvetica, sans-serif; font-size: = 12pt;"><br></div></div><hr tabindex=3D"-1" style=3D"display: = inline-block; width: 872.1875px;"><div id=3D"x_divRplyFwdMsg" = dir=3D"ltr"><font face=3D"Calibri, sans-serif" style=3D"font-size: = 11pt;"><b>From:</b><span = class=3D"Apple-converted-space"> </span>AUDITORY - Research in = Auditory Perception<span class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-rfc2396E" = href=3D"mailto:AUDITORY@xxxxxxxx"><AUDITORY@xxxxxxxx><= /a><span class=3D"Apple-converted-space"> </span>on behalf of = Uther, Maria<span class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-rfc2396E" = href=3D"mailto:M.Uther@xxxxxxxx"><M.Uther@xxxxxxxx></a><br><b>Sent= :</b><span class=3D"Apple-converted-space"> </span>23 February 2026 = 11:03<br><b>To:</b><span class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-abbreviated" = href=3D"mailto:AUDITORY@xxxxxxxx">AUDITORY@xxxxxxxx</a><span= class=3D"Apple-converted-space"> </span><a = class=3D"moz-txt-link-rfc2396E" = href=3D"mailto:AUDITORY@xxxxxxxx"><AUDITORY@xxxxxxxx><= /a><br><b>Subject:</b><span = class=3D"Apple-converted-space"> </span>Emotions vocalisations = database</font><div> </div></div><div><div style=3D"background-color:= rgb(255, 239, 213); padding: 1px;"><div style=3D"margin-top: 0px; = margin-bottom: 0px; font-size: 11pt; line-height: 10pt; font-family: = Arial, Helvetica, sans-serif;">=E2=9A=A0 Caution: External = sender</div></div><br><div><div style=3D"direction: ltr; font-family: = Aptos, Arial, Helvetica, sans-serif; font-size: 12pt;">Hello = all, </div><div style=3D"direction: ltr; font-family: Aptos, Arial, = Helvetica, sans-serif; font-size: 12pt;"><br></div><div = style=3D"direction: ltr; font-family: Aptos, Arial, Helvetica, = sans-serif; font-size: 12pt;">I am in need of a set of freely available = emotions vocalisations for a study I am doing on detecting emotions in = the human voice. </div><div style=3D"direction: ltr; font-family: = Aptos, Arial, Helvetica, sans-serif; font-size: 12pt;"><br></div><div = style=3D"direction: ltr; font-family: Aptos, Arial, Helvetica, = sans-serif; font-size: 12pt;">I am aware of the Montreal Affective = Voices. I am also aware of the International Affective Digitized Sounds = (IADS-E) database. </div><div style=3D"direction: ltr; font-family: = Aptos, Arial, Helvetica, sans-serif; font-size: 12pt;"><br></div><div = style=3D"direction: ltr; font-family: Aptos, Arial, Helvetica, = sans-serif; font-size: 12pt;">Is there any reason to choose one over the = other or anybody have any other suggestions? </div><div = style=3D"direction: ltr; font-family: Aptos, Arial, Helvetica, = sans-serif; font-size: 12pt;"><br></div><div style=3D"direction: ltr; = font-family: Aptos, Arial, Helvetica, sans-serif; font-size: = 12pt;">Thanks in advance, </div><div style=3D"direction: ltr; = font-family: Aptos, Arial, Helvetica, sans-serif; font-size: = 12pt;"><br></div><div style=3D"direction: ltr; font-family: Aptos, = Arial, Helvetica, sans-serif; font-size: 12pt;">Maria</div><div = style=3D"direction: ltr; font-family: Aptos, Arial, Helvetica, = sans-serif; font-size: 12pt;"><br></div><div = id=3D"x_x_ms-outlook-mobile-signature"><div style=3D"margin: 0cm; = font-family: Aptos, sans-serif; font-size: 11pt;"><span = style=3D"">Professor Maria Uther, C.Psychol., CSci., = AFBPsS</span></div><div style=3D"margin: 0cm; font-family: Aptos, = sans-serif; font-size: 11pt;"><span style=3D"">Honorary = Professor</span></div><div style=3D"margin: 0cm; font-family: Aptos, = sans-serif; font-size: 11pt;"><span style=3D"">University of = Wolverhampton</span></div></div></div></div></div></div></div></blockquote= ><pre class=3D"moz-signature" cols=3D"72" style=3D"caret-color: rgb(0, = 0, 0); font-size: 18px; font-style: normal; font-variant-caps: normal; = font-weight: 400; letter-spacing: normal; text-align: start; = text-indent: 0px; text-transform: none; word-spacing: 0px; = -webkit-text-stroke-width: 0px; text-decoration: none;">--=20 Jochem Rieger Prof. Dr. rer. nat. habil. Applied Neurocognitive Psychology DFG Center for Open and Reproducible Neuroscience Tools=20 COST Action INDoS CA24161 DFG RTG 2783 Neuromodulation of motor and cognitive function Carl-von-Ossietzky University Oldenburg Phone: +49 (0)441 798 4533 Web: <a class=3D"moz-txt-link-freetext" = href=3D"https://uol.de/en/applied-neurocognitive-psychology">https://uol.d= e/en/applied-neurocognitive-psychology</a> github: <a class=3D"moz-txt-link-freetext" = href=3D"https://github.com/ANCPLabOldenburg">https://github.com/ANCPLabOld= enburg</a> <a class=3D"moz-txt-link-freetext" = href=3D"https://www.indos-costaction.eu/">https://www.indos-costaction.eu/= </a></pre></div></blockquote></div><br></div></body></html>= --Apple-Mail=_03359DDA-2694-45B0-A338-188621124A5A Content-Transfer-Encoding: base64 Content-Disposition: inline; filename=Outlook-UofL.png Content-Type: image/png; name=Outlook-UofL.png; x-mac-hide-extension=yes; x-unix-mode=0666 Content-Id: <part1.qfz0CYgr.H2HBX1qf@xxxxxxxx> 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