End of training

README.md

@@ -17,15 +17,15 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [](https://huggingface.co/) on the fleurs dataset.
 It achieves the following results on the evaluation set:
-- Loss: 7.9877
-- Cer: 1.0
-- Wer: 1.0
-- Mer: 1.0
-- Wil: 1
-- Wip: 0
-- Hits: 0
-- Substitutions: 0
-- Deletions: 37
+- Loss: 7.9999
+- Cer: 0.9756
+- Wer: 0.975
+- Mer: 0.975
+- Wil: 0.9875
+- Wip: 0.0125
+- Hits: 1
+- Substitutions: 1
+- Deletions: 38
 - Insertions: 0
 
 ## Model description
@@ -55,10 +55,10 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Cer | Wer | Mer | Wil | Wip | Hits | Substitutions | Deletions | Insertions |
-|:-------------:|:-----:|:----:|:---------------:|:---:|:---:|:---:|:---:|:---:|:----:|:-------------:|:---------:|:----------:|
-| 7.9999        | 0.0   | 4    | 7.9908          | 1.0 | 1.0 | 1.0 | 1   | 0   | 0    | 0             | 37        | 0          |
-| 7.9169        | 0.01  | 8    | 7.9877          | 1.0 | 1.0 | 1.0 | 1   | 0   | 0    | 0             | 37        | 0          |
+| Training Loss | Epoch | Step | Validation Loss | Cer    | Wer   | Mer   | Wil    | Wip    | Hits | Substitutions | Deletions | Insertions |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:-----:|:-----:|:------:|:------:|:----:|:-------------:|:---------:|:----------:|
+| 8.1019        | 0.0   | 4    | 8.0334          | 0.9756 | 0.975 | 0.975 | 0.9875 | 0.0125 | 1    | 1             | 38        | 0          |
+| 8.0279        | 0.01  | 8    | 7.9999          | 0.9756 | 0.975 | 0.975 | 0.9875 | 0.0125 | 1    | 1             | 38        | 0          |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
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predictions_test_wer95.00.csv

@@ -0,0 +1,3 @@
+label,prediction
+however due to the slow communication channels styles in the west could lag behind by 25 to 30 year,the
+all nouns alongside the word sie for you always begin with a capital letter even in the middle of a sentence,the

predictions_test_wer95.00_hyp.trn

@@ -0,0 +1,2 @@
+the (utterance_0)
+the (utterance_1)

predictions_test_wer95.00_hyp.trn.dtl

@@ -0,0 +1,107 @@
+DETAILED OVERALL REPORT FOR THE SYSTEM: experiment/predictions_test_wer95.00_hyp.trn
+
+SENTENCE RECOGNITION PERFORMANCE
+
+ sentences                                           2
+ with errors                            100.0%   (   2)
+
+   with substitutions                     0.0%   (   0)
+   with deletions                       100.0%   (   2)
+   with insertions                        0.0%   (   0)
+
+
+WORD RECOGNITION PERFORMANCE
+
+Percent Total Error       =   95.0%   (  38)
+
+Percent Correct           =    5.0%   (   2)
+
+Percent Substitution      =    0.0%   (   0)
+Percent Deletions         =   95.0%   (  38)
+Percent Insertions        =    0.0%   (   0)
+Percent Word Accuracy     =    5.0%
+
+
+Ref. words                =           (  40)
+Hyp. words                =           (   2)
+Aligned words             =           (  40)
+
+CONFUSION PAIRS                  Total                 (0)
+                                 With >=  1 occurrences (0)
+
+     -------
+         0
+
+
+
+INSERTIONS                       Total                 (0)
+                                 With >=  1 occurrences (0)
+
+     -------
+         0
+
+
+
+DELETIONS                        Total                 (34)
+                                 With >=  1 occurrences (34)
+
+   1:    2  ->  a
+   2:    2  ->  in
+   3:    2  ->  the
+   4:    2  ->  to
+   5:    1  ->  25
+   6:    1  ->  30
+   7:    1  ->  all
+   8:    1  ->  alongside
+   9:    1  ->  always
+  10:    1  ->  begin
+  11:    1  ->  behind
+  12:    1  ->  by
+  13:    1  ->  capital
+  14:    1  ->  channels
+  15:    1  ->  communication
+  16:    1  ->  could
+  17:    1  ->  due
+  18:    1  ->  even
+  19:    1  ->  for
+  20:    1  ->  however
+  21:    1  ->  lag
+  22:    1  ->  letter
+  23:    1  ->  middle
+  24:    1  ->  nouns
+  25:    1  ->  of
+  26:    1  ->  sentence
+  27:    1  ->  sie
+  28:    1  ->  slow
+  29:    1  ->  styles
+  30:    1  ->  west
+  31:    1  ->  with
+  32:    1  ->  word
+  33:    1  ->  year
+  34:    1  ->  you
+     -------
+        38
+
+
+
+SUBSTITUTIONS                    Total                 (0)
+                                 With >=  1 occurrences (0)
+
+     -------
+         0
+
+
+* NOTE: The 'Substitution' words are those reference words
+        for which the recognizer supplied an incorrect word.
+
+
+FALSELY RECOGNIZED               Total                 (0)
+                                 With >=  1 occurrences (0)
+
+     -------
+         0
+
+
+* NOTE: The 'Falsely Recognized' words are those hypothesis words
+        which the recognizer incorrectly substituted for a reference word.
+

predictions_test_wer95.00_hyp.trn.snt.utt

@@ -0,0 +1,47 @@
+===============================================================================
+
+                     SENTENCE LEVEL REPORT FOR THE SYSTEM:
+    Name: experiment/predictions_test_wer95.00_hyp.trn
+
+===============================================================================
+
+
+SPEAKER utt
+id: (utterance_0)
+Scores: (#C #S #D #I) 1 0 18 0
+REF:  HOWEVER DUE TO THE SLOW COMMUNICATION CHANNELS STYLES IN the WEST COULD LAG BEHIND BY 25 TO 30 YEAR 
+HYP:  ******* *** ** *** **** ************* ******** ****** ** the **** ***** *** ****** ** ** ** ** **** 
+Eval: D       D   D  D   D    D             D        D      D      D    D     D   D      D  D  D  D  D    
+
+Correct               =    5.3%    1   (  1)
+Substitutions         =    0.0%    0   (  0)
+Deletions             =   94.7%   18   ( 18)
+Insertions            =    0.0%    0   (  0)
+
+Errors                =   94.7%   18   ( 18)
+
+Ref. words            =           19   ( 19)
+Hyp. words            =            1   (  1)
+Aligned words         =           19   ( 19)
+
+-------------------------------------------------------------------------------
+
+id: (utterance_1)
+Scores: (#C #S #D #I) 1 0 20 0
+REF:  ALL NOUNS ALONGSIDE THE WORD SIE FOR YOU ALWAYS BEGIN WITH A CAPITAL LETTER EVEN IN the MIDDLE OF A SENTENCE 
+HYP:  *** ***** ********* *** **** *** *** *** ****** ***** **** * ******* ****** **** ** the ****** ** * ******** 
+Eval: D   D     D         D   D    D   D   D   D      D     D    D D       D      D    D      D      D  D D        
+
+Correct               =    4.8%    1   (  2)
+Substitutions         =    0.0%    0   (  0)
+Deletions             =   95.2%   20   ( 38)
+Insertions            =    0.0%    0   (  0)
+
+Errors                =   95.2%   20   ( 38)
+
+Ref. words            =           21   ( 40)
+Hyp. words            =            1   (  2)
+Aligned words         =           21   ( 40)
+
+-------------------------------------------------------------------------------
+

predictions_test_wer95.00_hyp.trn.sys

@@ -0,0 +1,18 @@
+
+
+
+                     SYSTEM SUMMARY PERCENTAGES by SPEAKER                      
+
+       ,----------------------------------------------------------------.
+       |          experiment/predictions_test_wer95.00_hyp.trn          |
+       |----------------------------------------------------------------|
+       | SPKR   | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err |
+       |--------+-------------+-----------------------------------------|
+       | utt    |    2     40 |  5.0    0.0   95.0    0.0   95.0  100.0 |
+       |================================================================|
+       | Sum/Avg|    2     40 |  5.0    0.0   95.0    0.0   95.0  100.0 |
+       |================================================================|
+       |  Mean  |  2.0   40.0 |  5.0    0.0   95.0    0.0   95.0  100.0 |
+       |  S.D.  |  0.0    0.0 |  0.0    0.0    0.0    0.0    0.0    0.0 |
+       | Median |  2.0   40.0 |  5.0    0.0   95.0    0.0   95.0  100.0 |
+       `----------------------------------------------------------------'

predictions_test_wer95.00_ref.trn

@@ -0,0 +1,2 @@
+however due to the slow communication channels styles in the west could lag behind by 25 to 30 year (utterance_0)
+all nouns alongside the word sie for you always begin with a capital letter even in the middle of a sentence (utterance_1)

training_args.bin

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