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eval-whisper-large-v3-turbo-eka-hard-20260408-1921

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Tags:
whisper
evaluation
speech
speech-to-text
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reference
stringlengths
20
457
prediction
stringlengths
17
312
wer
float64
0
1.33
cer
float64
0
0.62
entities
stringlengths
84
272
entity_cer
float64
0
1
audio
audioduration (s)
3
25
Hhamclav Ds 400mg per 5ml per 57mg per 5ml
cloud TS 400mg per 5ml per 57mg per 5ml.
0.222222
0.190476
"[{\"text\": \"Hhamclav Ds\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 11}]"
0.727273
Triolmezest 40 Tablet
Try all Mrs. Forty tablet.
1.333333
0.619048
"[{\"text\": \"Triolmezest\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 11}]"
0.636364
Mupirotic 2% Ointment
May appear on tick 2% ointment.
1.333333
0.55
"[{\"text\": \"Mupirotic\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.222222
Enerz-Me 1500mcg Capsule
NRSme 1500 MCG Capsule
0.75
0.208333
"[{\"text\": \"Enerz-Me\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.875
Sertagress 50Mg Tablet
Serta Gris 50mg tablet
0.666667
0.136364
"[{\"text\": \"Sertagress\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.3
Pantop DSr 30mg by 40mg
Pantop DSR 30mg by 40mg
0
0
"[{\"text\": \"Pantop DSr\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.1
Gelusil tablet and many more drugs and see after 7 days.
Jalucyl tablet and many more drugs and see after 7 days
0.090909
0.072727
"[{\"text\": \"Gelusil\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.571429
Zyrcold 2.5mg by 5ml 30mg by 5ml
Zincol 2.5 mg by 5 ml. 30 mg by 5 ml.
1.125
0.21875
"[{\"text\": \"Zyrcold\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.428571
Cdh Forte 300 milligram by 500 microgram Tablet
CDH4 300 mg by 500 microgram tablet
0.375
0.276596
"[{\"text\": \"Cdh Forte\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.888889
Pyrigesic 1000 Tablet
Pyri G6000 Tablet
0.666667
0.333333
"[{\"text\": \"Pyrigesic\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.555556
Gudcef Cv 200 Tablet
Goods of CV200 Tablet
0.75
0.3
"[{\"text\": \"Gudcef Cv\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.444444
Telmisartan 40 Mg Tablet
Tell me Sartan 40 mg tablet
0.75
0.166667
"[{\"text\": \"Telmisartan\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 11}]"
0.181818
Telmiride Amh Tablet
Telmiride EMH Tablet
0.333333
0.05
"[{\"text\": \"Telmiride Amh\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.230769
right lower chest pain
Right flower just fine
0.75
0.318182
"[{\"text\": \"right lower chest\", \"category\": \"anatomy\", \"char_start\": 0, \"char_end\": 17}, {\"text\": \"pain\", \"category\": \"condition\", \"char_start\": 18, \"char_end\": 22}]"
0.285714
Azee 200Mg Dry Syrup
Azee 200 mg dry syrup
0.5
0.05
"[{\"text\": \"Azee\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 4}]"
0
Nebistar T 5mg bar 40mg Tablet
Nebi*D5MG/40MG Tablet
0.666667
0.333333
"[{\"text\": \"Nebistar T\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.6
backache with radiation
backache with radiation
0
0
"[{\"text\": \"backache\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 8}]"
0
Vildep M 850Mg by 50Mg Tablet
Build-up M850MG x 50MG tablet.
0.666667
0.241379
"[{\"text\": \"Vildep M\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25
Cintodac 3mg 40mg Capsule
Cintrodeck 3MG 40MG capsule
0.25
0.12
"[{\"text\": \"Cintodac\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.125
Dapabite 10Mg Tablet
Dapa bike 10mg tablet
0.666667
0.1
"[{\"text\": \"Dapabite\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.125
Valcivir 1000 Tablet
Valsever 1000 Tablet
0.333333
0.15
"[{\"text\": \"Valcivir\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Benadryl Dr 15mg by 5ml
Benadryl DR 15 mg/5 ml
0.8
0.173913
"[{\"text\": \"Benadryl\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0
Ab Flo N 100mg by 600mg Tablet
And flow N 100MG by 600MG tablet.
0.285714
0.1
"[{\"text\": \"Ab Flo N\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25
Ebast Dc 10mg by 10mg Tablet
I passed DC 10MG by 10MG tablet.
0.333333
0.214286
"[{\"text\": \"Ebast Dc\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.5
Atrosure 10Mg Tablet
address your 10 mg tablet
1.333333
0.45
"[{\"text\": \"Atrosure\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.5
over weight iron body weight 48.6 kilograms
Overweight, ideal body weight 48.6 kilograms
0.375
0.116279
"[{\"text\": \"over weight\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 11}, {\"text\": \"iron\", \"category\": \"biomarker\", \"char_start\": 12, \"char_end\": 16}]"
0.333333
Sobisis Forte Tablet
So basis for tablet
1
0.2
"[{\"text\": \"Sobisis Forte\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.307692
Ab Phylline N 100mg by 600mg Tablet
AB file in an 100 mg by 600 mg tablet
1
0.257143
"[{\"text\": \"Ab Phylline N\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.692308
You know, 3 days, 3 times a day, and, volini tube, volini sort of cream for his head pain.
you know three days three times a day and Wallin II Wallin II sort of cream for his head pain
0.315789
0.27381
"[{\"text\": \"volini\", \"category\": \"drug\", \"char_start\": 38, \"char_end\": 44}, {\"text\": \"volini\", \"category\": \"drug\", \"char_start\": 38, \"char_end\": 44}, {\"text\": \"head pain\", \"category\": \"condition\", \"char_start\": 80, \"char_end\": 89}]"
0.285714
Telmiduce 40Mg Tablet
Telnydeus 40 MG Tablet
1
0.285714
"[{\"text\": \"Telmiduce\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.444444
LUKEWARM WATER GARGLE WITH BETADINE GARGLE SOLUTION
Leucombe water cargo with peterden cargo solution.
0.571429
0.352941
"[{\"text\": \"GARGLE\", \"category\": \"procedure\", \"char_start\": 15, \"char_end\": 21}, {\"text\": \"BETADINE\", \"category\": \"drug\", \"char_start\": 27, \"char_end\": 35}]"
1
cts carpal tunnel syndrome
CTS, Carpal Tannan Syndrome
0.25
0.115385
"[{\"text\": \"cts\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 3}, {\"text\": \"carpal tunnel syndrome\", \"category\": \"condition\", \"char_start\": 4, \"char_end\": 26}]"
0.36
Episert 2% weight by weight
Episode 2% Weight by Weight
0.2
0.115385
"[{\"text\": \"Episert\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.428571
Ebamont 10milligram by 10milligram Tablet
Ava mount 10mg by 10mg tablet.
0.8
0.439024
"[{\"text\": \"Ebamont\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.285714
Urispas 200mg Tablet
Urispass 200 mg tablet
1
0.1
"[{\"text\": \"Urispas\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0
surgical openion for anal fissure
Surgical Opinion for Annel Fischer
0.6
0.212121
"[{\"text\": \"anal fissure\", \"category\": \"condition\", \"char_start\": 21, \"char_end\": 33}]"
0.5
postherpetic neuralgia
Phosphataptic Neurologia
1
0.363636
"[{\"text\": \"postherpetic neuralgia\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 22}]"
0.318182
like it's spreading. Oh, okay. That doesn't sound good. Okay, let me let me look at it. And cough jo aapne bola, yeh like aapko kab se hai? Like cough kab se ho raha hai? Yeh I think almost , paanch din almost ho gaye hain. Paanch din se ho raha hai? Yeah yeah. And is it something like do you have this cough when you a...
like it's spreading. Oh okay that doesn't sound good. Okay let me look at it and the cuff you have said, how long have you been? I think almost 5 days. And is it something like do you have this cuff when you are lying down or anything? When I get in a sitting position while lying down like when I just stand up.
0.462366
0.364679
"[{\"text\": \"cough\", \"category\": \"condition\", \"char_start\": 92, \"char_end\": 97}, {\"text\": \"cough\", \"category\": \"condition\", \"char_start\": 92, \"char_end\": 97}, {\"text\": \"cough\", \"category\": \"condition\", \"char_start\": 92, \"char_end\": 97}]"
0.8
I also prescribe, HbA1C lab test.
I also prescribe HB even see lab test
0.5
0.290323
"[{\"text\": \"HbA1C\", \"category\": \"biomarker\", \"char_start\": 18, \"char_end\": 23}]"
0.8
Sucrafil O Sugar Free 500mg by 5ml 10mg by 5ml Gel
sucraful o sugar free 500 mg by 5 ml 10 mg by 5 ml gel
0.818182
0.1
"[{\"text\": \"Sucrafil O\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.3
Ondero Met 850Mg by 2.5Mg Tablet
Under Omet 850mg x 2.5mg Tablet
0.428571
0.15625
"[{\"text\": \"Ondero Met\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.4
Deplatt Cv 20 Capsule
Diplatte CV 20 capsule
0.25
0.095238
"[{\"text\": \"Deplatt Cv\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.2
Steam inhalation with XL vapocap
Stimulation with Excel WapoCab
0.8
0.375
"[{\"text\": \"Steam inhalation\", \"category\": \"procedure\", \"char_start\": 0, \"char_end\": 16}, {\"text\": \"XL vapocap\", \"category\": \"drug\", \"char_start\": 22, \"char_end\": 32}]"
0.461538
Ibugesic Plus Oral Orange 100mg by 162.5mg Suspension
Igugisic Plus Oral Orange 100mg x 162.5mg Suspension
0.222222
0.075472
"[{\"text\": \"Ibugesic Plus\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.153846
varicose vein finding
Vericose vein finding
0.333333
0.047619
"[{\"text\": \"varicose vein\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 13}]"
0.153846
Acenac P 100mg by 325mg Tablet
Asinac P 100 mg by 325 mg tablet
0.833333
0.133333
"[{\"text\": \"Acenac P\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25
Esokem D 30mg by 40mg
ESOC MD 30 mg by 40 mg
1.2
0.238095
"[{\"text\": \"Esokem D\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.75
Ecothral 500Mg Tablet
Egotra 500mg tablet
0.333333
0.142857
"[{\"text\": \"Ecothral\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Rybelsus 70mg Tablet
Rivalsus 70MG Tablet
0.333333
0.15
"[{\"text\": \"Rybelsus\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Ciprotab 250Mg Tablet
CiproTap 250MG Tablet
0.333333
0.047619
"[{\"text\": \"Ciprotab\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25

Evaluation Results: whisper-large-v3-turbo

Evaluation results from Whisper model evaluation.

Summary

Model WER CER
openai/whisper-large-v3-turbo 35.09% 21.61%

Source Data

Columns

Column Description
audio Audio sample (if available from source dataset)
reference Ground truth transcription
prediction Model prediction
wer Word Error Rate for this sample
cer Character Error Rate for this sample

| entities | Entity annotations from source dataset | | entity_cer | Per-sample entity CER (-1.0 if no entities) |

Entity CER

Overall Entity CER: 39.41%

Category CER
anatomy 23.53%
biomarker 77.78%
condition 33.61%
drug 39.89%
procedure 59.09%

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