diff --git "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_06-00:11:44-00:26:09.json" "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_06-00:11:44-00:26:09.json"
--- "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_06-00:11:44-00:26:09.json"
+++ "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_06-00:11:44-00:26:09.json"
@@ -5,11 +5,11 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.49119070172309875,
+                "score": 0.4911910593509674,
                 "label": "Music"
             },
             {
-                "score": 0.31282052397727966,
+                "score": 0.31282058358192444,
                 "label": "Speech"
             },
             {
@@ -17,61 +17,34 @@
                 "label": "Television"
             },
             {
-                "score": 0.009277808479964733,
+                "score": 0.009277802892029285,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.00908074714243412,
+                "score": 0.009080760180950165,
                 "label": "Violin, fiddle"
             }
         ]
     },
-    {
-        "start": 4.0,
-        "end": 4.4,
-        "ac_is_speech": true,
-        "ac_result": [
-            {
-                "score": 0.41774263978004456,
-                "label": "Music"
-            },
-            {
-                "score": 0.35321012139320374,
-                "label": "Speech"
-            },
-            {
-                "score": 0.015532522462308407,
-                "label": "Sound effect"
-            },
-            {
-                "score": 0.015133780427277088,
-                "label": "Male speech, man speaking"
-            },
-            {
-                "score": 0.015014314092695713,
-                "label": "Television"
-            }
-        ]
-    },
     {
         "start": 6.0,
         "end": 9.0,
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.36931219696998596,
+                "score": 0.36931249499320984,
                 "label": "Speech"
             },
             {
-                "score": 0.36754295229911804,
+                "score": 0.36754268407821655,
                 "label": "Music"
             },
             {
-                "score": 0.02427050657570362,
+                "score": 0.02427041530609131,
                 "label": "Television"
             },
             {
-                "score": 0.023841165006160736,
+                "score": 0.02384117804467678,
                 "label": "Violin, fiddle"
             },
             {
@@ -86,23 +59,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.47912678122520447,
+                "score": 0.47912687063217163,
                 "label": "Music"
             },
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-                "score": 0.32964977622032166,
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                 "label": "Speech"
             },
             {
-                "score": 0.05735628306865692,
+                "score": 0.05735640600323677,
                 "label": "Television"
             },
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-                "score": 0.009459180757403374,
+                "score": 0.009459182620048523,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.006852780934423208,
+                "score": 0.006852776277810335,
                 "label": "Violin, fiddle"
             }
         ]
@@ -113,23 +86,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.45347240567207336,
+                "score": 0.4534724950790405,
                 "label": "Music"
             },
             {
-                "score": 0.3109731376171112,
+                "score": 0.31097307801246643,
                 "label": "Speech"
             },
             {
-                "score": 0.025303594768047333,
+                "score": 0.025303544476628304,
                 "label": "Television"
             },
             {
-                "score": 0.018791042268276215,
+                "score": 0.01879100874066353,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.0164091344922781,
+                "score": 0.01640911027789116,
                 "label": "Violin, fiddle"
             }
         ]
@@ -140,77 +113,50 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4076620936393738,
+                "score": 0.4076618552207947,
                 "label": "Music"
             },
             {
-                "score": 0.40404534339904785,
+                "score": 0.4040454924106598,
                 "label": "Speech"
             },
             {
-                "score": 0.026040593162178993,
+                "score": 0.02604050561785698,
                 "label": "Television"
             },
             {
-                "score": 0.010818222537636757,
+                "score": 0.010818257927894592,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.009581130929291248,
+                "score": 0.00958116166293621,
                 "label": "Quack"
             }
         ]
     },
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-        "start": 43.0,
-        "end": 43.4,
-        "ac_is_speech": false,
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-                "score": 0.173381507396698,
-                "label": "Speech"
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-                "label": "Music"
-            },
-            {
-                "score": 0.054123878479003906,
-                "label": "Vehicle"
-            },
-            {
-                "score": 0.0358131043612957,
-                "label": "Caw"
-            },
-            {
-                "score": 0.03174518421292305,
-                "label": "Crow"
-            }
-        ]
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     {
         "start": 44.0,
         "end": 47.4,
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-                "score": 0.6858038306236267,
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                 "label": "Vehicle"
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             {
-                "score": 0.019374512135982513,
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                 "label": "Car"
             },
             {
-                "score": 0.013074416667222977,
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                 "label": "Animal"
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             {
-                "score": 0.007817442528903484,
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                 "label": "Music"
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         ]
@@ -221,23 +167,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5347394943237305,
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                 "label": "Speech"
             },
             {
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                 "label": "Vehicle"
             },
             {
-                "score": 0.04063914716243744,
+                "score": 0.04063916951417923,
                 "label": "Car"
             },
             {
-                "score": 0.033245060592889786,
+                "score": 0.03324505314230919,
                 "label": "Bus"
             },
             {
-                "score": 0.021542459726333618,
+                "score": 0.02154245413839817,
                 "label": "Car passing by"
             }
         ]
@@ -248,23 +194,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5375713109970093,
+                "score": 0.5375714898109436,
                 "label": "Speech"
             },
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                 "label": "Music"
             },
             {
-                "score": 0.019775699824094772,
+                "score": 0.019775696098804474,
                 "label": "Meow"
             },
             {
-                "score": 0.019121604040265083,
+                "score": 0.019121624529361725,
                 "label": "Vehicle"
             },
             {
-                "score": 0.018329260870814323,
+                "score": 0.018329240381717682,
                 "label": "Sound effect"
             }
         ]
@@ -275,23 +221,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5342506170272827,
+                "score": 0.5342512130737305,
                 "label": "Speech"
             },
             {
-                "score": 0.05844297260046005,
+                "score": 0.0584430918097496,
                 "label": "Music"
             },
             {
-                "score": 0.05326167121529579,
+                "score": 0.05326158180832863,
                 "label": "Vehicle"
             },
             {
-                "score": 0.025480881333351135,
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                 "label": "Car"
             },
             {
-                "score": 0.014814717695116997,
+                "score": 0.014814677648246288,
                 "label": "Animal"
             }
         ]
@@ -302,23 +248,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5387065410614014,
+                "score": 0.5387066006660461,
                 "label": "Speech"
             },
             {
-                "score": 0.1087866872549057,
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                 "label": "Tick-tock"
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                 "label": "Tick"
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             {
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                 "label": "Vehicle"
             },
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+                "score": 0.01565387099981308,
                 "label": "Mechanisms"
             }
         ]
@@ -329,23 +275,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
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                 "label": "Speech"
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                 "label": "Gasp"
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                 "label": "Music"
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                 "label": "Vehicle"
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+                "score": 0.021314186975359917,
                 "label": "Sigh"
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         ]
@@ -356,23 +302,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
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                 "label": "Speech"
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                 "label": "Vehicle"
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                 "label": "Animal"
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                 "label": "Music"
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             {
-                "score": 0.015314754098653793,
+                "score": 0.015314730815589428,
                 "label": "Female speech, woman speaking"
             }
         ]
@@ -383,23 +329,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.693338930606842,
+                "score": 0.6933392882347107,
                 "label": "Speech"
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                 "label": "Vehicle"
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-                "score": 0.012883314862847328,
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                 "label": "Animal"
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             {
-                "score": 0.011922100558876991,
+                "score": 0.011922088451683521,
                 "label": "Single-lens reflex camera"
             },
             {
-                "score": 0.01177909690886736,
+                "score": 0.011779035441577435,
                 "label": "Chink, clink"
             }
         ]
@@ -410,15 +356,15 @@
         "ac_is_speech": true,
         "ac_result": [
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                 "label": "Vehicle"
             },
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-                "score": 0.027772633358836174,
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                 "label": "Music"
             },
             {
@@ -426,7 +372,7 @@
                 "label": "Car"
             },
             {
-                "score": 0.017324190586805344,
+                "score": 0.01732419617474079,
                 "label": "Outside, urban or manmade"
             }
         ]
@@ -437,23 +383,23 @@
         "ac_is_speech": true,
         "ac_result": [
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                 "label": "Speech"
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                 "label": "Car"
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                 "label": "Bus"
             },
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                 "label": "Outside, urban or manmade"
             }
         ]
@@ -464,23 +410,23 @@
         "ac_is_speech": true,
         "ac_result": [
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                 "label": "Speech"
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                 "label": "Vehicle"
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-                "score": 0.031077006831765175,
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                 "label": "Car"
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             {
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                 "label": "Wind"
             },
             {
-                "score": 0.015393623150885105,
+                "score": 0.015393640846014023,
                 "label": "Boat, Water vehicle"
             }
         ]
@@ -491,23 +437,23 @@
         "ac_is_speech": true,
         "ac_result": [
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                 "label": "Speech"
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                 "label": "Vehicle"
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             {
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                 "label": "Power windows, electric windows"
             },
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                 "label": "Car"
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                 "label": "Outside, urban or manmade"
             }
         ]
@@ -518,23 +464,23 @@
         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Vehicle"
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                 "label": "Chink, clink"
             },
             {
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                 "label": "Animal"
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             {
-                "score": 0.011221468448638916,
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                 "label": "Music"
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         ]
@@ -545,105 +491,105 @@
         "ac_is_speech": true,
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                 "label": "Quack"
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             {
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+                "score": 0.02784891612827778,
                 "label": "Outside, urban or manmade"
             }
         ]
     },
     {
         "start": 117.0,
-        "end": 131.1,
+        "end": 129.0,
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                 "label": "Speech"
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                 "label": "Vehicle"
             },
             {
-                "score": 0.03794626519083977,
+                "score": 0.03794637322425842,
                 "label": "Traffic noise, roadway noise"
             },
             {
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+                "score": 0.021984286606311798,
                 "label": "Outside, urban or manmade"
             },
             {
-                "score": 0.01482478342950344,
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                 "label": "Waves, surf"
             }
         ]
     },
     {
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-        "end": 133.5,
+        "start": 129.0,
+        "end": 131.1,
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                 "label": "Speech"
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             {
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+                "score": 0.024905405938625336,
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             },
             {
-                "score": 0.02018546126782894,
-                "label": "Meow"
+                "score": 0.017123745754361153,
+                "label": "Animal"
             },
             {
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+                "label": "Outside, urban or manmade"
             },
             {
-                "score": 0.014002406969666481,
-                "label": "Domestic animals, pets"
+                "score": 0.010368311777710915,
+                "label": "Music"
             }
         ]
     },
     {
-        "start": 133.7,
-        "end": 134.2,
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+        "start": 131.3,
+        "end": 133.5,
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         "ac_result": [
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-                "score": 0.7866454720497131,
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             {
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+                "score": 0.024597838521003723,
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             },
             {
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+                "score": 0.02018551342189312,
+                "label": "Meow"
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             {
-                "score": 0.031125137582421303,
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+                "score": 0.018572336062788963,
+                "label": "Vehicle"
             },
             {
-                "score": 0.0036950218491256237,
-                "label": "Honk"
+                "score": 0.014002416282892227,
+                "label": "Domestic animals, pets"
             }
         ]
     },
@@ -653,23 +599,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.557910144329071,
+                "score": 0.557910680770874,
                 "label": "Speech"
             },
             {
-                "score": 0.11490130424499512,
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                 "label": "Vehicle"
             },
             {
-                "score": 0.027221841737627983,
+                "score": 0.027221787720918655,
                 "label": "Boat, Water vehicle"
             },
             {
-                "score": 0.02624623477458954,
+                "score": 0.026246171444654465,
                 "label": "Motorboat, speedboat"
             },
             {
-                "score": 0.02263939566910267,
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                 "label": "Car"
             }
         ]
@@ -680,23 +626,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
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                 "label": "Speech"
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                 "label": "Vehicle"
             },
             {
-                "score": 0.013930720277130604,
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                 "label": "Car"
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             {
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                 "label": "Ocean"
             },
             {
-                "score": 0.009481962770223618,
+                "score": 0.00948202796280384,
                 "label": "Outside, urban or manmade"
             }
         ]
@@ -707,23 +653,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.678810715675354,
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                 "label": "Speech"
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         "ac_is_speech": true,
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                 "label": "Music"
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         "ac_is_speech": true,
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                 "label": "Wind"
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Domestic animals, pets"
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                 "label": "Animal"
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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": "Speech"
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         "ac_is_speech": true,
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         "start": 220.7,
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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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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Male singing"
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         "ac_is_speech": true,
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                 "label": "Domestic animals, pets"
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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": true,
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                 "label": "Cricket"
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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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         "ac_is_speech": false,
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         "ac_is_speech": true,
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@@ -4838,23 +4379,23 @@
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