diff --git "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_07-00:27:48-00:38:44.json" "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_07-00:27:48-00:38:44.json"
--- "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_07-00:27:48-00:38:44.json"
+++ "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_07-00:27:48-00:38:44.json"
@@ -5,23 +5,23 @@
         "ac_is_speech": false,
         "ac_result": [
             {
-                "score": 0.23265410959720612,
+                "score": 0.2326539158821106,
                 "label": "Quack"
             },
             {
-                "score": 0.18546810746192932,
+                "score": 0.18546772003173828,
                 "label": "Speech"
             },
             {
-                "score": 0.11171633005142212,
+                "score": 0.11171623319387436,
                 "label": "Animal"
             },
             {
-                "score": 0.08369465172290802,
+                "score": 0.08369465917348862,
                 "label": "Duck"
             },
             {
-                "score": 0.05234288051724434,
+                "score": 0.05234312638640404,
                 "label": "Music"
             }
         ]
@@ -32,23 +32,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.727059006690979,
+                "score": 0.7270590662956238,
                 "label": "Speech"
             },
             {
-                "score": 0.025568397715687752,
+                "score": 0.02556832693517208,
                 "label": "Vehicle"
             },
             {
-                "score": 0.009643813595175743,
+                "score": 0.009643828496336937,
                 "label": "Outside, rural or natural"
             },
             {
-                "score": 0.009165655821561813,
+                "score": 0.009165621362626553,
                 "label": "Car"
             },
             {
-                "score": 0.009149089455604553,
+                "score": 0.009149068035185337,
                 "label": "Male speech, man speaking"
             }
         ]
@@ -59,23 +59,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.7445663213729858,
+                "score": 0.7445662617683411,
                 "label": "Speech"
             },
             {
-                "score": 0.02362801320850849,
+                "score": 0.023628011345863342,
                 "label": "Vehicle"
             },
             {
-                "score": 0.015830734744668007,
+                "score": 0.015830717980861664,
                 "label": "Rustling leaves"
             },
             {
-                "score": 0.008504170924425125,
+                "score": 0.008504174649715424,
                 "label": "Car"
             },
             {
-                "score": 0.008477089926600456,
+                "score": 0.008477084338665009,
                 "label": "Ocean"
             }
         ]
@@ -86,23 +86,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.40079569816589355,
+                "score": 0.4007951617240906,
                 "label": "Speech"
             },
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-                "score": 0.2528448700904846,
+                "score": 0.25284504890441895,
                 "label": "Music"
             },
             {
-                "score": 0.1933240294456482,
+                "score": 0.19332395493984222,
                 "label": "Grunt"
             },
             {
-                "score": 0.015098386444151402,
+                "score": 0.015098384581506252,
                 "label": "Oink"
             },
             {
-                "score": 0.011004672385752201,
+                "score": 0.011004689149558544,
                 "label": "Animal"
             }
         ]
@@ -113,77 +113,50 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.3569594919681549,
+                "score": 0.35695943236351013,
                 "label": "Speech"
             },
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-                "score": 0.35420358180999756,
+                "score": 0.3542037606239319,
                 "label": "Music"
             },
             {
-                "score": 0.037446726113557816,
+                "score": 0.03744663670659065,
                 "label": "Violin, fiddle"
             },
             {
-                "score": 0.03703254088759422,
+                "score": 0.03703249990940094,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.00872441753745079,
+                "score": 0.008724461309611797,
                 "label": "Water"
             }
         ]
     },
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-        "start": 19.4,
-        "end": 19.7,
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-                "score": 0.3946590721607208,
-                "label": "Music"
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-            {
-                "score": 0.2390795350074768,
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-            {
-                "score": 0.07773274928331375,
-                "label": "Grunt"
-            },
-            {
-                "score": 0.023533109575510025,
-                "label": "Sound effect"
-            },
-            {
-                "score": 0.020417584106326103,
-                "label": "Gasp"
-            }
-        ]
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     {
         "start": 23.1,
         "end": 25.3,
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-                "score": 0.356239378452301,
+                "score": 0.3562394976615906,
                 "label": "Music"
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-                "score": 0.3488721549510956,
+                "score": 0.3488725423812866,
                 "label": "Speech"
             },
             {
-                "score": 0.02800474874675274,
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                 "label": "Musical instrument"
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             {
-                "score": 0.023626303300261497,
+                "score": 0.023626210168004036,
                 "label": "Television"
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             {
-                "score": 0.015298216603696346,
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                 "label": "Violin, fiddle"
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         ]
@@ -194,23 +167,23 @@
         "ac_is_speech": true,
         "ac_result": [
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-                "score": 0.4116205871105194,
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                 "label": "Speech"
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                 "label": "Music"
             },
             {
-                "score": 0.034592077136039734,
+                "score": 0.034592155367136,
                 "label": "Mouse"
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-                "score": 0.016612686216831207,
+                "score": 0.016612697392702103,
                 "label": "Musical instrument"
             },
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-                "score": 0.01217114832252264,
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                 "label": "Animal"
             }
         ]
@@ -225,15 +198,15 @@
                 "label": "Speech"
             },
             {
-                "score": 0.3450956344604492,
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                 "label": "Music"
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-                "score": 0.030370859429240227,
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                 "label": "Television"
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-                "score": 0.02036505937576294,
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                 "label": "Musical instrument"
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             {
@@ -248,23 +221,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.45503151416778564,
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                 "label": "Speech"
             },
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-                "score": 0.3339306712150574,
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                 "label": "Music"
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             {
-                "score": 0.015862727537751198,
+                "score": 0.015862716361880302,
                 "label": "Television"
             },
             {
-                "score": 0.007780303712934256,
+                "score": 0.0077802869491279125,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.006147777661681175,
+                "score": 0.006147761829197407,
                 "label": "Male speech, man speaking"
             }
         ]
@@ -275,23 +248,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.37122800946235657,
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                 "label": "Speech"
             },
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-                "score": 0.3528449535369873,
+                "score": 0.3528454601764679,
                 "label": "Music"
             },
             {
-                "score": 0.019063308835029602,
+                "score": 0.019063327461481094,
                 "label": "Violin, fiddle"
             },
             {
-                "score": 0.018743131309747696,
+                "score": 0.01874309778213501,
                 "label": "Television"
             },
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                 "label": "Musical instrument"
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         ]
@@ -302,7 +275,7 @@
         "ac_is_speech": false,
         "ac_result": [
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                 "label": "Music"
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@@ -310,7 +283,7 @@
                 "label": "Speech"
             },
             {
-                "score": 0.03395608812570572,
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                 "label": "Animal"
             },
             {
@@ -318,7 +291,7 @@
                 "label": "Bird"
             },
             {
-                "score": 0.010396231897175312,
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                 "label": "Mouse"
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         ]
@@ -337,15 +310,15 @@
                 "label": "Speech"
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                 "label": "Animal"
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                 "label": "Bird"
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                 "label": "Bird vocalization, bird call, bird song"
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@@ -356,23 +329,23 @@
         "ac_is_speech": true,
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         "ac_is_speech": false,
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                 "label": "Animal"
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                 "label": "Bird"
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                 "label": "Bird vocalization, bird call, bird song"
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@@ -410,23 +383,23 @@
         "ac_is_speech": true,
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                 "label": "Music"
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                 "label": "Bird"
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@@ -437,23 +410,23 @@
         "ac_is_speech": true,
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                 "label": "Music"
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                 "label": "Speech"
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                 "label": "Tick-tock"
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                 "label": "Television"
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@@ -464,23 +437,23 @@
         "ac_is_speech": true,
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                 "label": "Violin, fiddle"
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                 "label": "Musical instrument"
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@@ -491,23 +464,23 @@
         "ac_is_speech": true,
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                 "label": "Mouse"
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                 "label": "Animal"
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@@ -518,23 +491,23 @@
         "ac_is_speech": true,
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                 "label": "Rustling leaves"
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@@ -549,19 +522,19 @@
                 "label": "Music"
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@@ -572,77 +545,50 @@
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         "start": 104.0,
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@@ -653,23 +599,23 @@
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@@ -680,23 +626,23 @@
         "ac_is_speech": true,
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                 "label": "Bird"
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             {
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                 "label": "Bird vocalization, bird call, bird song"
             },
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                 "label": "Mouse"
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         ]
@@ -707,23 +653,23 @@
         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Animal"
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                 "label": "Gasp"
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             {
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                 "label": "Sneeze"
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             {
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                 "label": "Bird"
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         ]
@@ -734,23 +680,23 @@
         "ac_is_speech": true,
         "ac_result": [
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
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         "ac_is_speech": false,
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Throat clearing"
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         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Male speech, man speaking"
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                 "label": "Chicken, rooster"
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                 "label": "Fowl"
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         "ac_is_speech": true,
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                 "label": "Car passing by"
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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-                "score": 0.019627835601568222,
+                "score": 0.019627882167696953,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.01598973013460636,
+                "score": 0.01598970778286457,
                 "label": "Male singing"
             }
         ]
@@ -2921,23 +2651,23 @@
         "ac_is_speech": false,
         "ac_result": [
             {
-                "score": 0.41119930148124695,
+                "score": 0.4111998379230499,
                 "label": "Music"
             },
             {
-                "score": 0.07699619233608246,
+                "score": 0.07699614763259888,
                 "label": "Singing"
             },
             {
-                "score": 0.06458736956119537,
+                "score": 0.06458725035190582,
                 "label": "Speech"
             },
             {
-                "score": 0.018577326089143753,
+                "score": 0.01857726089656353,
                 "label": "Male singing"
             },
             {
-                "score": 0.016934582963585854,
+                "score": 0.016934584826231003,
                 "label": "Vehicle"
             }
         ]
@@ -2948,23 +2678,23 @@
         "ac_is_speech": false,
         "ac_result": [
             {
-                "score": 0.2314174622297287,
+                "score": 0.2314169704914093,
                 "label": "Music"
             },
             {
-                "score": 0.13577057421207428,
+                "score": 0.13577087223529816,
                 "label": "Singing"
             },
             {
-                "score": 0.07675212621688843,
+                "score": 0.07675226032733917,
                 "label": "Female singing"
             },
             {
-                "score": 0.07193626463413239,
+                "score": 0.0719362273812294,
                 "label": "Speech"
             },
             {
-                "score": 0.051459699869155884,
+                "score": 0.0514596551656723,
                 "label": "Male singing"
             }
         ]
@@ -2975,23 +2705,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.8096914291381836,
+                "score": 0.8096919655799866,
                 "label": "Speech"
             },
             {
-                "score": 0.02362823858857155,
+                "score": 0.023628242313861847,
                 "label": "Zipper (clothing)"
             },
             {
-                "score": 0.011905052699148655,
+                "score": 0.011905037797987461,
                 "label": "Narration, monologue"
             },
             {
-                "score": 0.011481686495244503,
+                "score": 0.01148164551705122,
                 "label": "Male speech, man speaking"
             },
             {
-                "score": 0.008525848388671875,
+                "score": 0.008525809273123741,
                 "label": "Animal"
             }
         ]
@@ -3002,23 +2732,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.8473536372184753,
+                "score": 0.8473538160324097,
                 "label": "Speech"
             },
             {
-                "score": 0.026724936440587044,
+                "score": 0.026724878698587418,
                 "label": "Narration, monologue"
             },
             {
-                "score": 0.019263170659542084,
+                "score": 0.019263174384832382,
                 "label": "Conversation"
             },
             {
-                "score": 0.014305141754448414,
+                "score": 0.014305144548416138,
                 "label": "Female speech, woman speaking"
             },
             {
-                "score": 0.014092396944761276,
+                "score": 0.014092391356825829,
                 "label": "Male speech, man speaking"
             }
         ]
@@ -3029,23 +2759,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5337126851081848,
+                "score": 0.5337121486663818,
                 "label": "Telephone bell ringing"
             },
             {
-                "score": 0.3585151731967926,
+                "score": 0.3585154712200165,
                 "label": "Speech"
             },
             {
-                "score": 0.042745813727378845,
+                "score": 0.04274585843086243,
                 "label": "Ringtone"
             },
             {
-                "score": 0.021872567012906075,
+                "score": 0.021872613579034805,
                 "label": "Telephone"
             },
             {
-                "score": 0.008445216342806816,
+                "score": 0.00844522938132286,
                 "label": "Inside, small room"
             }
         ]