diff --git "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_01-00:10:12-00:33:59.json" "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_01-00:10:12-00:33:59.json"
--- "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_01-00:10:12-00:33:59.json"
+++ "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_01-00:10:12-00:33:59.json"
@@ -5,23 +5,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5262606143951416,
+                "score": 0.5262604355812073,
                 "label": "Speech"
             },
             {
-                "score": 0.04424389451742172,
+                "score": 0.04424392059445381,
                 "label": "Vehicle"
             },
             {
-                "score": 0.044099677354097366,
+                "score": 0.04409965127706528,
                 "label": "Animal"
             },
             {
-                "score": 0.02934655174612999,
+                "score": 0.029346562922000885,
                 "label": "Bird"
             },
             {
-                "score": 0.02023688703775406,
+                "score": 0.02023693174123764,
                 "label": "Music"
             }
         ]
@@ -32,23 +32,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.3483959436416626,
+                "score": 0.34839513897895813,
                 "label": "Speech"
             },
             {
-                "score": 0.1124686449766159,
+                "score": 0.11246954649686813,
                 "label": "Meow"
             },
             {
-                "score": 0.10363558679819107,
+                "score": 0.10363613069057465,
                 "label": "Animal"
             },
             {
-                "score": 0.0715470016002655,
+                "score": 0.07154770940542221,
                 "label": "Cat"
             },
             {
-                "score": 0.0418735109269619,
+                "score": 0.04187380149960518,
                 "label": "Domestic animals, pets"
             }
         ]
@@ -59,23 +59,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4536769390106201,
+                "score": 0.45367613434791565,
                 "label": "Speech"
             },
             {
-                "score": 0.08519621193408966,
+                "score": 0.0851961225271225,
                 "label": "Animal"
             },
             {
-                "score": 0.033709269016981125,
+                "score": 0.033709242939949036,
                 "label": "Caw"
             },
             {
-                "score": 0.02534298412501812,
+                "score": 0.02534318156540394,
                 "label": "Bleat"
             },
             {
-                "score": 0.02480499818921089,
+                "score": 0.024804960936307907,
                 "label": "Crow"
             }
         ]
@@ -86,23 +86,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5998193025588989,
+                "score": 0.5998194217681885,
                 "label": "Speech"
             },
             {
-                "score": 0.054484471678733826,
+                "score": 0.05448450148105621,
                 "label": "Vehicle"
             },
             {
-                "score": 0.041598014533519745,
+                "score": 0.041597943753004074,
                 "label": "Animal"
             },
             {
-                "score": 0.016518883407115936,
+                "score": 0.016518879681825638,
                 "label": "Car"
             },
             {
-                "score": 0.01633594185113907,
+                "score": 0.01633583940565586,
                 "label": "Quack"
             }
         ]
@@ -113,23 +113,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4927821457386017,
+                "score": 0.49278244376182556,
                 "label": "Speech"
             },
             {
-                "score": 0.05938152223825455,
+                "score": 0.05938151478767395,
                 "label": "Animal"
             },
             {
-                "score": 0.04002997279167175,
+                "score": 0.04002992808818817,
                 "label": "Vehicle"
             },
             {
-                "score": 0.028028760105371475,
+                "score": 0.02802877686917782,
                 "label": "Domestic animals, pets"
             },
             {
-                "score": 0.02661006897687912,
+                "score": 0.026610124856233597,
                 "label": "Chink, clink"
             }
         ]
@@ -140,23 +140,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.3751002550125122,
+                "score": 0.37509989738464355,
                 "label": "Speech"
             },
             {
-                "score": 0.3622070848941803,
+                "score": 0.3622076213359833,
                 "label": "Music"
             },
             {
-                "score": 0.0240726750344038,
+                "score": 0.024072567000985146,
                 "label": "Vehicle"
             },
             {
-                "score": 0.022892136126756668,
+                "score": 0.02289225161075592,
                 "label": "Animal"
             },
             {
-                "score": 0.010473040863871574,
+                "score": 0.010473008267581463,
                 "label": "Owl"
             }
         ]
@@ -167,23 +167,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.39112386107444763,
+                "score": 0.39112409949302673,
                 "label": "Speech"
             },
             {
-                "score": 0.36434197425842285,
+                "score": 0.3643416464328766,
                 "label": "Music"
             },
             {
-                "score": 0.012072929181158543,
+                "score": 0.01207298319786787,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.010897580534219742,
+                "score": 0.01089756190776825,
                 "label": "Television"
             },
             {
-                "score": 0.008117006160318851,
+                "score": 0.00811699591577053,
                 "label": "Animal"
             }
         ]
@@ -194,19 +194,19 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.39096152782440186,
+                "score": 0.39096105098724365,
                 "label": "Speech"
             },
             {
-                "score": 0.3615196645259857,
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                 "label": "Music"
             },
             {
-                "score": 0.029538502916693687,
+                "score": 0.029538488015532494,
                 "label": "Television"
             },
             {
-                "score": 0.008559725247323513,
+                "score": 0.008559690788388252,
                 "label": "Ding"
             },
             {
@@ -221,23 +221,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4234461188316345,
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                 "label": "Speech"
             },
             {
-                "score": 0.36714881658554077,
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                 "label": "Music"
             },
             {
-                "score": 0.02196592651307583,
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                 "label": "Television"
             },
             {
-                "score": 0.0160642322152853,
+                "score": 0.016064180061221123,
                 "label": "Animal"
             },
             {
-                "score": 0.010499098338186741,
+                "score": 0.010499109514057636,
                 "label": "Bird"
             }
         ]
@@ -248,23 +248,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.3827810287475586,
+                "score": 0.382781445980072,
                 "label": "Speech"
             },
             {
-                "score": 0.36927568912506104,
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                 "label": "Music"
             },
             {
-                "score": 0.029230954125523567,
+                "score": 0.02923087403178215,
                 "label": "Television"
             },
             {
-                "score": 0.0129317007958889,
+                "score": 0.012931721284985542,
                 "label": "Animal"
             },
             {
-                "score": 0.008731711655855179,
+                "score": 0.008731715381145477,
                 "label": "Male speech, man speaking"
             }
         ]
@@ -275,23 +275,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.43481186032295227,
+                "score": 0.43481165170669556,
                 "label": "Speech"
             },
             {
-                "score": 0.38833266496658325,
+                "score": 0.38833293318748474,
                 "label": "Music"
             },
             {
-                "score": 0.021954022347927094,
+                "score": 0.02195405215024948,
                 "label": "Television"
             },
             {
-                "score": 0.006881136447191238,
+                "score": 0.006881133187562227,
                 "label": "Male speech, man speaking"
             },
             {
-                "score": 0.0041370689868927,
+                "score": 0.004137065261602402,
                 "label": "Musical instrument"
             }
         ]
@@ -302,23 +302,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4150604009628296,
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                 "label": "Speech"
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                 "label": "Music"
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             {
-                "score": 0.04986833035945892,
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                 "label": "Chime"
             },
             {
-                "score": 0.020297806710004807,
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                 "label": "Wind chime"
             },
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-                "score": 0.014544992707669735,
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                 "label": "Television"
             }
         ]
@@ -333,19 +333,19 @@
                 "label": "Speech"
             },
             {
-                "score": 0.08429455757141113,
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                 "label": "Vehicle"
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                 "label": "Car"
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                 "label": "Music"
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                 "label": "Animal"
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         ]
@@ -356,23 +356,23 @@
         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Vehicle"
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             {
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                 "label": "Car"
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             {
-                "score": 0.009991933591663837,
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                 "label": "Male speech, man speaking"
             },
             {
-                "score": 0.00812310166656971,
+                "score": 0.008123110048472881,
                 "label": "Outside, urban or manmade"
             }
         ]
@@ -383,23 +383,23 @@
         "ac_is_speech": true,
         "ac_result": [
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-                "score": 0.7665407061576843,
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                 "label": "Speech"
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                 "label": "Vehicle"
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                 "label": "Car"
             },
             {
-                "score": 0.006940797436982393,
+                "score": 0.00694079976528883,
                 "label": "Animal"
             },
             {
-                "score": 0.006028075702488422,
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                 "label": "Air conditioning"
             }
         ]
@@ -410,23 +410,23 @@
         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Music"
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                 "label": "Vehicle"
             },
             {
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                 "label": "Television"
             },
             {
-                "score": 0.006422267761081457,
+                "score": 0.006422294769436121,
                 "label": "Animal"
             }
         ]
@@ -437,23 +437,23 @@
         "ac_is_speech": false,
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-                "score": 0.37484464049339294,
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                 "label": "Music"
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                 "label": "Speech"
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                 "label": "Vehicle"
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                 "label": "Car"
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             {
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                 "label": "Musical instrument"
             }
         ]
@@ -464,23 +464,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4254664182662964,
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                 "label": "Speech"
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                 "label": "Music"
             },
             {
-                "score": 0.01014676969498396,
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                 "label": "Drum"
             },
             {
-                "score": 0.008635267615318298,
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                 "label": "Musical instrument"
             },
             {
-                "score": 0.008280589245259762,
+                "score": 0.008280575275421143,
                 "label": "Drum kit"
             }
         ]
@@ -491,23 +491,23 @@
         "ac_is_speech": false,
         "ac_result": [
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-                "score": 0.2854780852794647,
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                 "label": "Music"
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                 "label": "Speech"
             },
             {
-                "score": 0.1320778876543045,
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                 "label": "Sound effect"
             },
             {
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                 "label": "Grunt"
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             {
-                "score": 0.055060844868421555,
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                 "label": "Fart"
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         ]
@@ -518,23 +518,23 @@
         "ac_is_speech": true,
         "ac_result": [
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-                "score": 0.42652052640914917,
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                 "label": "Music"
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                 "label": "Speech"
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             {
-                "score": 0.008732685819268227,
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                 "label": "Animal"
             },
             {
-                "score": 0.006467645056545734,
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                 "label": "Domestic animals, pets"
             },
             {
-                "score": 0.006274559535086155,
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                 "label": "Television"
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         ]
@@ -545,23 +545,23 @@
         "ac_is_speech": true,
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             {
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                 "label": "Child speech, kid speaking"
             },
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                 "label": "Meow"
             },
             {
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                 "label": "Guitar"
             }
         ]
@@ -572,23 +572,23 @@
         "ac_is_speech": true,
         "ac_result": [
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-                "score": 0.3633100390434265,
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                 "label": "Speech"
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                 "label": "Music"
             },
             {
-                "score": 0.025398673489689827,
+                "score": 0.025398463010787964,
                 "label": "Bird vocalization, bird call, bird song"
             },
             {
-                "score": 0.023310722783207893,
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                 "label": "Drip"
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             {
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                 "label": "Liquid"
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         ]
@@ -599,77 +599,50 @@
         "ac_is_speech": true,
         "ac_result": [
             {
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                 "label": "Speech"
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                 "label": "Water"
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             {
-                "score": 0.04189830645918846,
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                 "label": "Liquid"
             },
             {
-                "score": 0.033653777092695236,
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                 "label": "Inside, small room"
             },
             {
-                "score": 0.02862880751490593,
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                 "label": "Chink, clink"
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         ]
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-            {
-                "score": 0.09215163439512253,
-                "label": "Sigh"
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-            {
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-                "label": "Music"
-            },
-            {
-                "score": 0.03372017294168472,
-                "label": "Snort"
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     {
         "start": 117.0,
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                 "label": "Inside, small room"
             },
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                 "label": "Animal"
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             {
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                 "label": "Chink, clink"
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                 "label": "Gasp"
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         ]
@@ -680,23 +653,23 @@
         "ac_is_speech": true,
         "ac_result": [
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-                "score": 0.8085536956787109,
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                 "label": "Speech"
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             {
-                "score": 0.021371420472860336,
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                 "label": "Male speech, man speaking"
             },
             {
-                "score": 0.010984746739268303,
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                 "label": "Narration, monologue"
             },
             {
-                "score": 0.010441531427204609,
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                 "label": "Whistling"
             },
             {
-                "score": 0.008472926914691925,
+                "score": 0.008472936227917671,
                 "label": "Animal"
             }
         ]
@@ -707,23 +680,23 @@
         "ac_is_speech": true,
         "ac_result": [
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                 "label": "Speech"
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             {
-                "score": 0.029614442959427834,
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                 "label": "Mouse"
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             {
-                "score": 0.025430189445614815,
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                 "label": "Inside, small room"
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             {
-                "score": 0.01901746354997158,
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                 "label": "Animal"
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             {
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                 "label": "Music"
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         ]
@@ -734,77 +707,50 @@
         "ac_is_speech": true,
         "ac_result": [
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         "ac_is_speech": true,
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                 "label": "Domestic animals, pets"
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                 "label": "Mouse"
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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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         "ac_is_speech": true,
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         "ac_is_speech": true,
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         "start": 167.9,
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                 "label": "Speech"
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         "ac_is_speech": true,
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         "start": 423.9,
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                 "label": "Child speech, kid speaking"
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         "ac_is_speech": true,
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                 "label": "Crunch"
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
             },
             {
-                "score": 0.018505217507481575,
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                 "label": "Squawk"
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         ]
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         "ac_is_speech": true,
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                 "label": "Cutlery, silverware"
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@@ -2300,23 +2111,23 @@
         "ac_is_speech": true,
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         "ac_is_speech": false,
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@@ -2358,19 +2169,19 @@
                 "label": "Speech"
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         "ac_is_speech": true,
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                 "label": "Female speech, woman 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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         "ac_is_speech": true,
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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@@ -2840,23 +2678,23 @@
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
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                 "label": "Speech"
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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": false,
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                 "label": "Speech"
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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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-                "score": 0.009324557147920132,
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                 "label": "Child speech, kid speaking"
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                 "label": "Fart"
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         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Animal"
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                 "label": "Narration, monologue"
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                 "label": "Music"
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@@ -3623,23 +3461,23 @@
         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Frog"
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                 "label": "Music"
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         "ac_is_speech": false,
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                 "label": "Singing"
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                 "label": "Male singing"
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         "ac_is_speech": true,
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                 "label": "Squeak"
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                 "label": "Domestic animals, pets"
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Civil defense siren"
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         "ac_is_speech": true,
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                 "label": "Female speech, woman speaking"
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         "ac_is_speech": true,
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                 "label": "Slap, smack"
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                 "label": "Door"
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                 "label": "Inside, small room"
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         "ac_is_speech": true,
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                 "label": "Snort"
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                 "label": "Male speech, man speaking"
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         "ac_is_speech": true,
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                 "label": "Insect"
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                 "label": "Cricket"
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         "ac_is_speech": false,
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                 "label": "Chink, clink"
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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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@@ -3978,11 +3816,11 @@
                 "label": "Speech"
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                 "label": "Music"
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                 "label": "Television"
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@@ -4244,7 +4082,7 @@
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@@ -4252,15 +4090,15 @@
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@@ -4271,23 +4109,23 @@
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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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         "ac_is_speech": true,
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                 "label": "Chuckle, chortle"
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
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@@ -6732,19 +6354,19 @@
                 "label": "Speech"
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@@ -6755,65 +6377,38 @@
         "ac_is_speech": true,
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                 "label": "Fart"
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                 "label": "Domestic animals, pets"
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             {
@@ -6821,11 +6416,11 @@
                 "label": "Male speech, man speaking"
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@@ -6836,23 +6431,23 @@
         "ac_is_speech": true,
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@@ -6863,23 +6458,23 @@
         "ac_is_speech": true,
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@@ -6890,23 +6485,23 @@
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@@ -6921,19 +6516,19 @@
                 "label": "Speech"
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                 "label": "Inside, small room"
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