upadte md file

Author: fchollet

templates/examples/audio/uk_ireland_accent_recognition.md

@@ -182,47 +182,6 @@ for i in zip_files:
     os.remove(zip_file)
 ```
 
-<div class="k-default-codeblock">
-```
-Downloading data from https://www.openslr.org/resources/83/line_index_all.csv
-1990656/1986139 [==============================] - 1s 0us/step
-1998848/1986139 [==============================] - 1s 0us/step
-Downloading data from https://www.openslr.org/resources/83/irish_english_male.zip
-164536320/164531638 [==============================] - 9s 0us/step
-164544512/164531638 [==============================] - 9s 0us/step
-Downloading data from https://www.openslr.org/resources/83/midlands_english_female.zip
-103088128/103085118 [==============================] - 6s 0us/step
-103096320/103085118 [==============================] - 6s 0us/step
-Downloading data from https://www.openslr.org/resources/83/midlands_english_male.zip
-166838272/166833961 [==============================] - 9s 0us/step
-166846464/166833961 [==============================] - 9s 0us/step
-Downloading data from https://www.openslr.org/resources/83/northern_english_female.zip
-314990592/314983063 [==============================] - 15s 0us/step
-314998784/314983063 [==============================] - 15s 0us/step
-Downloading data from https://www.openslr.org/resources/83/northern_english_male.zip
-817774592/817772034 [==============================] - 39s 0us/step
-817782784/817772034 [==============================] - 39s 0us/step
-Downloading data from https://www.openslr.org/resources/83/scottish_english_female.zip
-351444992/351443880 [==============================] - 17s 0us/step
-351453184/351443880 [==============================] - 17s 0us/step
-Downloading data from https://www.openslr.org/resources/83/scottish_english_male.zip
-620257280/620254118 [==============================] - 30s 0us/step
-620265472/620254118 [==============================] - 30s 0us/step
-Downloading data from https://www.openslr.org/resources/83/southern_english_female.zip
-1636704256/1636701939 [==============================] - 77s 0us/step
-1636712448/1636701939 [==============================] - 77s 0us/step
-Downloading data from https://www.openslr.org/resources/83/southern_english_male.zip
-1700962304/1700955740 [==============================] - 79s 0us/step
-1700970496/1700955740 [==============================] - 79s 0us/step
-Downloading data from https://www.openslr.org/resources/83/welsh_english_female.zip
-595689472/595683538 [==============================] - 29s 0us/step
-595697664/595683538 [==============================] - 29s 0us/step
-Downloading data from https://www.openslr.org/resources/83/welsh_english_male.zip
-757653504/757645790 [==============================] - 37s 0us/step
-757661696/757645790 [==============================] - 37s 0us/step
-
-```
-</div>
 ---
 ## Load the data in a Dataframe
 
@@ -238,25 +197,20 @@ dataframe.head()
 ```
 
 
-
-
 <div>
 <style scoped>
     .dataframe tbody tr th:only-of-type {
         vertical-align: middle;
     }
 
-<div class="k-default-codeblock">
-```
 .dataframe tbody tr th {
     vertical-align: top;
 }
 
 .dataframe thead th {
     text-align: right;
 }
-```
-</div>
+
 </style>
 <table border="1" class="dataframe">
   <thead>
@@ -334,25 +288,20 @@ dataframe.head()
 ```
 
 
-
-
 <div>
 <style scoped>
     .dataframe tbody tr th:only-of-type {
         vertical-align: middle;
     }
 
-<div class="k-default-codeblock">
-```
 .dataframe tbody tr th {
     vertical-align: top;
 }
 
 .dataframe thead th {
     text-align: right;
 }
-```
-</div>
+
 </style>
 <table border="1" class="dataframe">
   <thead>