Speech Expressiveness

Discovered dimension: Speech Expressiveness
Gemini 3.1 Pro description: Measures prosodic variation and emotional expressiveness. High scores = dynamic, animated speech. Low scores = flat, monotone delivery.
Contributing experts: hf_emph (originally: Emphasis Pattern)
Samples per section: 20 (20 per expert)

Top 5% (Bucket 6 — Highest Scores) — 20 samples

# Score Audio Expert Bucket Score Range Source
1 3.589 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] gaming_batch++_000037.tar / TheShadeMotherCriticalRoleAbridgedCampaign3Episode16/001763_silence.mp3
2 3.611 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] gaming_batch++_000008.tar / WeHeardTheyPutSabrinaCarpenterinFortniteValkyraeJoshsekiandMasayoshi/000364_silence.mp3
3 3.912 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] sport_batch++_000057.tar / FULLGAMEMarlinsmakeimprobablecomebackvsnew-lookYankeesbullpenYankeesvsMarlins/000084_speaker_0.mp3
4 4.019 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_000003.tar / TheRevengeOfFrankensteinFREEMOVIEPeterCushingFrancisMatthewsEuniceGayson/001345_silence.mp3
5 4.025 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_nw+_000010.tar / DiePuppendesTodesSchattenüberderOstseeHörbuchKrimisThriller/001612_silence.mp3
6 4.063 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] sport_batch++_000060.tar / KompanyfeiertLuisDiazErhatdieseChaos-Kreativitätshorts/000010_silence.mp3
7 4.153 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] sport_batch++_000030_annotated.tar / Losing17lbsin21days21DayToneResults/000157_silence.mp3
8 4.157 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] 01071.tar / WeHateLungesToo-OneBodyPodcastJuiceToya/000134_speaker_1.flac
9 4.408 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] gaming_batch++_000007.tar / ЗАБАВНЫЕМОМЕНТЫСТРИМА33-БИТВАСВЯЩЕННИКОВ/000255_silence.mp3
10 4.485 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] gaming_batch++_000044.tar / 100TMAFIAFT2HYPEBESTENDINGEVER/000199_speaker_2.mp3
11 4.583 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_000019.tar / ILentMyFriend200SheUsedItforaHoliday/000439_speaker_1.mp3
12 4.597 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_000035_annotated.tar / DieschönstenTiermärchenzumTräumenundEinschlafen-Hörbuch/001604_silence.mp3
13 4.678 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] sport_batch++_000003.tar / Été2023Onestbieng/000403_silence.mp3
14 4.716 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_nw+_000005_annotated.tar / AmericanSophomoreComedyMovieFullFengthFilmEnglishFlickHDwatchfreeyoutubefilms/000055_silence.mp3
15 4.842 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] gaming_batch++_000023_annotated.tar / POBELTERQUITAFTERTHISGAME/000665_speaker_3.mp3
16 4.975 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] 00793.tar / 03969553.flac
17 5.100 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] sport_batch++_000057.tar / HANSIFLICKruedadeprensaCOMPLETApreviaalFCBARCELONAvsALAVÉS/000152_silence.mp3
18 5.102 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_000014_annotated.tar / SherlockHolmesChronicles-Folge01DieMoriarty-LügeKomplettesHörspiel/001408_silence.mp3
19 5.148 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_nw+_000012.tar / JoeRoganExperience2393-BryanCallen/004158_silence.mp3
20 5.322 hf_emph
Emphasis Pattern		 6 [3.51, 6.11] live_stream_batch_000022.tar / TouchedByAnAngelFullEpisodeSeason10Episode1TouchedByAnAngel2024/001651_speaker_2.mp3

Middle (Buckets 3-4) — 20 samples

# Score Audio Expert Bucket Score Range Source
1 -4.083 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] gaming_batch++_000052.tar / WeregoingtowarBaldursGate3PlaythroughPart13/003031_speaker_0.mp3
2 -3.737 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] gaming_batch++_000052.tar / ESPORTSDAY/000257_speaker_2.mp3
3 -3.663 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] 01024.tar / DENNISSCHRÖDERZEIGTUNSDASLALAKERSGELÄNDEBasketballEssenmehrmitDennisVLOG122/000831_speaker_2.flac
4 -3.429 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] sport_batch++_000044.tar / KoreaRepublicvsCôtedIvoireHighlightsFIFAU-17WomensWorldCupMorocco2025/000005_speaker_0.mp3
5 -3.071 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] gaming_batch++_000039.tar / Survival17Ep118OmniRichenelEnd/000147_silence.mp3
6 -3.048 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] sport_batch++_000009_annotated.tar / TAKECONTROLOFYOURLIFEdeliberateDecember01studyingtipsforfinalscozywinterbaking/000039_silence.mp3
7 -2.295 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] sport_batch++_000025.tar / EsistvorbeiDasAUSfürVadimundMarvin/000140_silence.mp3
8 -2.126 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] gaming_batch++_000011.tar / RANKEDFASHIONSHOW/000498_silence.mp3
9 -2.020 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] gaming_batch++_000029.tar / JoeRogantoModeratePresidentialDebate/000039_silence.mp3
10 -1.956 hf_emph
Emphasis Pattern		 3 [-4.29, -1.69] sport_batch++_000042.tar / DIRECTO-RutinaFULLBODYCARDIOparaadelgazaryquemargrasaencasa/000154_speaker_0.mp3
11 0.307 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] 00620.tar / 03103549.flac
12 0.591 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] sport_batch++_000014_annotated.tar / WirsinddieneuenApexProfisApexLegendsmitUngePapaplatte/000003_speaker_1.mp3
13 0.600 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] 00984.tar / 04921857.flac
14 0.668 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] 01023.tar / 70NODOORSNATCHDERUNTOTEN-ROADTO100/000442_speaker_0.flac
15 0.701 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] gaming_batch++_000054.tar / TheQuestofALifetimeBaldursGate3PlaythroughPart10/001786_speaker_0.mp3
16 0.735 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] sport_batch++_000064.tar / MINUTOAMINUTORealMadridvsAtléticodeMadridSupercopadeEspaña/001446_speaker_0.mp3
17 0.788 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] live_stream_batch_000017_annotated.tar / BarbieandtheThreeMusketeersMovie-Part13HD/000075_speaker_0.mp3
18 0.809 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] gaming_batch++_000053_annotated.tar / RUSTPart3DontGetWhiplashftchocoTacoQuestReidHalifaxValliateJassehnPrideRara/004826_silence.mp3
19 0.862 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] gaming_batch++_000043_annotated.tar / MAXREACTSBlackMythWukong-ThisGameLooksUnreal/000089_speaker_1.mp3
20 0.900 hf_emph
Emphasis Pattern		 4 [-1.69, 0.91] gaming_batch++_000057_annotated.tar / CHESSSTEPS2600-1000/001427_silence.mp3

Bottom 5% (Bucket 1 — Lowest Scores) — 20 samples

# Score Audio Expert Bucket Score Range Source
1 -9.885 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] 01066.tar / TusÍDOLOSseEQUIVOCAN/000049_speaker_0.flac
2 -9.793 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] sport_batch++_000042.tar / IAsked100YouTuberstoSendmeaMYSTERYBOX/000250_speaker_0.mp3
3 -9.228 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_nw+_000010.tar / TheOtherSimenonTheVenicebyGeorgesSimenonDRAMATIMEwithBBC/000831_speaker_1.mp3
4 -9.196 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_000032.tar / HighballandChainPart3of3-BourbonStreetBadBoysClubBook2FreeContemporaryRomance/004316_speaker_0.mp3
5 -8.831 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_000004.tar / RomanceCollection-Steel-Zoya/001420_speaker_0.mp3
6 -8.795 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_nw+_000010.tar / FULLSTORYONENIGHTWITHTHEBILLIONAIRESIMPLYMAMANG/002565_speaker_0.mp3
7 -8.783 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_nw+_000010.tar / JoeRoganExperience2406-RussellCrowe/000771_silence.mp3
8 -8.522 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_000032.tar / TheQuarterbacksFateMMFootballRomanceMMFullAudiobook34/003431_speaker_0.mp3
9 -8.473 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] gaming_batch++_000011.tar / TIMEFALLENvsTIMEKSCERATOFINALREDBULLCLASSICS2025COMGAULES/001895_silence.mp3
10 -8.414 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] sport_batch++_000017_annotated.tar / SohebtkünstlicheIntelligenzProfisportaufeinneuesLevelsportstudio/000390_speaker_2.mp3
11 -8.333 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_000032.tar / LetscatchupTALKSHITDuaLipaconcertCoffeewithanEXMrStPeteMORE/002067_silence.mp3
12 -7.764 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] gaming_batch++_000021_annotated.tar / Thebestviewersclipsof2016/000709_speaker_3.mp3
13 -7.728 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_nw+_000010.tar / TheDiarrheaGodLiveChattingandshootingtheShtwithviewers/001292_speaker_0.mp3
14 -7.567 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] sport_batch++_000017_annotated.tar / REACCIONANDOALINCREÍBLEFÍSICODEMISSUSCRIPTORES/000178_speaker_0.mp3
15 -7.256 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] gaming_batch++_000041.tar / AtomfallVeteranDifficultyPart30/000404_speaker_0.mp3
16 -7.188 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] live_stream_batch_000016_annotated.tar / SamPrinceReturnstoMadeinChelseaExesExplosionsCelebsGoDatingConfessions/001682_speaker_0.mp3
17 -7.113 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] gaming_batch++_000052.tar / Chesscom-MostMysteriousWorldChampionshipMatch2/000098_speaker_1.mp3
18 -7.034 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] 00461.tar / 02306752.flac
19 -6.968 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] sport_batch++_000025.tar / Bayer04LeverkusenU19vsVfLBochumU19FullGameU19-DFB-Youth-League/000648_speaker_0.mp3
20 -6.909 hf_emph
Emphasis Pattern		 1 [-9.49, -6.89] gaming_batch++_000039.tar / BullyingaSquad-LabsPVP-EscapeFromTarkov/000123_speaker_2.mp3