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eval-parakeet-tdt-0.6b-v3-eka-hard-20260408-1920

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Tags:
whisper
evaluation
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reference
stringlengths
20
457
prediction
stringlengths
20
299
wer
float64
0
2.33
cer
float64
0
1.16
entities
stringlengths
84
272
entity_cer
float64
0
1
audio
audioduration (s)
3
25
Hhamclav Ds 400mg per 5ml per 57mg per 5ml
M cloud Ts four hundred mg per five ml per fifty-seven mg per five ml.
1.444444
1.02381
"[{\"text\": \"Hhamclav Ds\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 11}]"
0.636364
Triolmezest 40 Tablet
Triol misses Forty tablet.
1
0.47619
"[{\"text\": \"Triolmezest\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 11}]"
0.272727
Mupirotic 2% Ointment
Mapirotic two percent ointment.
1
0.6
"[{\"text\": \"Mupirotic\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.111111
Enerz-Me 1500mcg Capsule
Anr's B fifteen hundred mcg capsule.
1.25
0.833333
"[{\"text\": \"Enerz-Me\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.75
Sertagress 50Mg Tablet
Santa Grace fifty Mg tablet.
1.333333
0.545455
"[{\"text\": \"Sertagress\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.5
Pantop DSr 30mg by 40mg
Pantoplayas are thirty mg by forty mg.
1.2
0.869565
"[{\"text\": \"Pantop DSr\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.2
Gelusil tablet and many more drugs and see after 7 days.
A gelocil tablet and many more drugs and see after seven days.
0.272727
0.163636
"[{\"text\": \"Gelusil\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.428571
Zyrcold 2.5mg by 5ml 30mg by 5ml
Zircode: two point five mg by fiverm, thirty mg by fiber mil.
1.25
1.15625
"[{\"text\": \"Zyrcold\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.428571
Cdh Forte 300 milligram by 500 microgram Tablet
Cdh Ford, three hundred milligram by five hundred microgram tablet.
0.625
0.510638
"[{\"text\": \"Cdh Forte\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0
Pyrigesic 1000 Tablet
Pyrie is a six thousand tablet.
1.666667
0.761905
"[{\"text\": \"Pyrigesic\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.333333
Gudcef Cv 200 Tablet
Goodsap C V two hundred tablet.
1.25
0.85
"[{\"text\": \"Gudcef Cv\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.555556
Telmisartan 40 Mg Tablet
Telmisartan forty Mg tabler.
0.5
0.25
"[{\"text\": \"Telmisartan\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 11}]"
0
Telmiride Amh Tablet
Telmiride emh tablet.
0.333333
0.05
"[{\"text\": \"Telmiride Amh\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.076923
right lower chest pain
Right lower chest pain.
0
0
"[{\"text\": \"right lower chest\", \"category\": \"anatomy\", \"char_start\": 0, \"char_end\": 17}, {\"text\": \"pain\", \"category\": \"condition\", \"char_start\": 18, \"char_end\": 22}]"
0.047619
Azee 200Mg Dry Syrup
Azee two hundred mg dry syrup.
0.75
0.6
"[{\"text\": \"Azee\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 4}]"
0
Nebistar T 5mg bar 40mg Tablet
Nabystar T five mg bar forty mg tablet.
0.833333
0.433333
"[{\"text\": \"Nebistar T\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.2
backache with radiation
Backache with radiation.
0
0
"[{\"text\": \"backache\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 8}]"
0.125
Vildep M 850Mg by 50Mg Tablet
Build an M eight fifty mg by fifty mg tablet.
1.166667
0.793103
"[{\"text\": \"Vildep M\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Cintodac 3mg 40mg Capsule
Centrodeck three mg, forty mg capsule.
1.25
0.64
"[{\"text\": \"Cintodac\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25
Dapabite 10Mg Tablet
Dapa Mai ten milligram tablet.
1.333333
0.65
"[{\"text\": \"Dapabite\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.125
Valcivir 1000 Tablet
Valsiver Thousand tablet.
0.666667
0.5
"[{\"text\": \"Valcivir\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25
Benadryl Dr 15mg by 5ml
Penetral DR fifteen mg by five ml.
1
0.73913
"[{\"text\": \"Benadryl\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.5
Ab Flo N 100mg by 600mg Tablet
Amflow N hundred mg by six hundred mg tablet.
1
0.766667
"[{\"text\": \"Ab Flo N\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Ebast Dc 10mg by 10mg Tablet
Gibbs DC Tenergy by Tenergy tablet.
0.5
0.571429
"[{\"text\": \"Ebast Dc\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.5
Atrosure 10Mg Tablet
Addressure ten mg tablet.
1
0.4
"[{\"text\": \"Atrosure\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.25
over weight iron body weight 48.6 kilograms
Overweight, Aerial Body Weight, forty-eight point six kilograms.
0.875
0.604651
"[{\"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
Sobesis Fort Tablet?
0.666667
0.1
"[{\"text\": \"Sobisis Forte\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.153846
Ab Phylline N 100mg by 600mg Tablet
A B file in an hundred mg by six hundred mg tablet.
1.428571
0.8
"[{\"text\": \"Ab Phylline N\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.615385
You know, 3 days, 3 times a day, and, volini tube, volini sort of cream for his head pain.
You know, uh three days, uh three times a day, and uh Walliny uh tube, voliny sort of cream for his uh head pain.
0.473684
0.357143
"[{\"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
Tell me Deuce for Tmg tablet.
1.666667
0.47619
"[{\"text\": \"Telmiduce\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 9}]"
0.222222
LUKEWARM WATER GARGLE WITH BETADINE GARGLE SOLUTION
Leukform water gargle with Peterin Gargle Solution.
0.285714
0.156863
"[{\"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
C. T. S. Carpal Tunnel Syndrome.
0.75
0.076923
"[{\"text\": \"cts\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 3}, {\"text\": \"carpal tunnel syndrome\", \"category\": \"condition\", \"char_start\": 4, \"char_end\": 26}]"
0.24
Episert 2% weight by weight
Episode two percent weight by weight.
0.6
0.461538
"[{\"text\": \"Episert\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.142857
Ebamont 10milligram by 10milligram Tablet
Ebba mount ten milligram by ten milligram tablet.
1.2
0.268293
"[{\"text\": \"Ebamont\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0
Urispas 200mg Tablet
Euris pass two hundred and g tabulate.
2.333333
1.1
"[{\"text\": \"Urispas\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 7}]"
0.142857
surgical openion for anal fissure
Surgical opinion for Adolf Fisher.
0.6
0.212121
"[{\"text\": \"anal fissure\", \"category\": \"condition\", \"char_start\": 21, \"char_end\": 33}]"
0.583333
postherpetic neuralgia
Phosttherptic Neurolegia.
1
0.227273
"[{\"text\": \"postherpetic neuralgia\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 22}]"
0.181818
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 let me look at it. And cuff jo up nebula ye like cuff cups. And is it uh something like uh do you have this cuff when you are lying down or uh any when when I when I uh get in a sitting position while lying down, like when it just
0.494624
0.412844
"[{\"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}]"
0.6
I also prescribe, HbA1C lab test.
I also prescribe Hb A V C lab test.
0.666667
0.129032
"[{\"text\": \"HbA1C\", \"category\": \"biomarker\", \"char_start\": 18, \"char_end\": 23}]"
0.2
Sucrafil O Sugar Free 500mg by 5ml 10mg by 5ml Gel
Sucropil O sugar-free, five hundred mg by five ml, ten mg by five ml, gel.
0.909091
0.58
"[{\"text\": \"Sucrafil O\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.2
Ondero Met 850Mg by 2.5Mg Tablet
Anderomet eight fifty mg by two point five mg tablet.
1.142857
0.875
"[{\"text\": \"Ondero Met\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.3
Deplatt Cv 20 Capsule
Deplant C V twenty capsule.
1
0.380952
"[{\"text\": \"Deplatt Cv\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 10}]"
0.2
Steam inhalation with XL vapocap
Stimulation with Excel vapocamp.
0.8
0.34375
"[{\"text\": \"Steam inhalation\", \"category\": \"procedure\", \"char_start\": 0, \"char_end\": 16}, {\"text\": \"XL vapocap\", \"category\": \"drug\", \"char_start\": 22, \"char_end\": 32}]"
0.346154
Ibugesic Plus Oral Orange 100mg by 162.5mg Suspension
Igogistic plus oral orange hundred mg by one sixty-two point five mg suspension.
1
0.679245
"[{\"text\": \"Ibugesic Plus\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 13}]"
0.307692
varicose vein finding
Verico's vain finding.
0.666667
0.190476
"[{\"text\": \"varicose vein\", \"category\": \"condition\", \"char_start\": 0, \"char_end\": 13}]"
0.307692
Acenac P 100mg by 325mg Tablet
Acinac P hundred mg by three twenty-five mg tablet.
1.166667
0.9
"[{\"text\": \"Acenac P\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.125
Esokem D 30mg by 40mg
Eesoch M D, thirty mg by forty mg.
1.2
0.809524
"[{\"text\": \"Esokem D\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Ecothral 500Mg Tablet
Ecotral five hundred Mg tablet.
1.333333
0.666667
"[{\"text\": \"Ecothral\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.125
Rybelsus 70mg Tablet
Ripels' seventy Mg tablet.
1
0.55
"[{\"text\": \"Rybelsus\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.375
Ciprotab 250Mg Tablet
C ProTap to fifty mg tablet.
1.666667
0.52381
"[{\"text\": \"Ciprotab\", \"category\": \"drug\", \"char_start\": 0, \"char_end\": 8}]"
0.5

Evaluation Results: parakeet-tdt-0.6b-v3

Evaluation results from Whisper model evaluation.

Summary

Model WER CER
nvidia/parakeet-tdt-0.6b-v3 37.59% 20.64%

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: 30.86%

Category CER
anatomy 5.88%
biomarker 44.44%
condition 27.73%
drug 31.00%
procedure 59.09%

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