diff --git "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_09-00:13:33-00:29:04.json" "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_09-00:13:33-00:29:04.json"
--- "a/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_09-00:13:33-00:29:04.json"
+++ "b/NAMDY/output/3_transcribed/ac_vad/NAMDY_TAP_09-00:13:33-00:29:04.json"
@@ -5,23 +5,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.3831642270088196,
+                "score": 0.38316425681114197,
                 "label": "Music"
             },
             {
-                "score": 0.3158324360847473,
+                "score": 0.3158322870731354,
                 "label": "Speech"
             },
             {
-                "score": 0.039561446756124496,
+                "score": 0.03956155106425285,
                 "label": "Violin, fiddle"
             },
             {
-                "score": 0.036521438509225845,
+                "score": 0.03652147576212883,
                 "label": "Television"
             },
             {
-                "score": 0.028443610295653343,
+                "score": 0.02844364382326603,
                 "label": "Musical instrument"
             }
         ]
@@ -32,23 +32,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4217849671840668,
+                "score": 0.4217851459980011,
                 "label": "Music"
             },
             {
-                "score": 0.34576794505119324,
+                "score": 0.345768004655838,
                 "label": "Speech"
             },
             {
-                "score": 0.030013946816325188,
+                "score": 0.03001389279961586,
                 "label": "Television"
             },
             {
-                "score": 0.0092235766351223,
+                "score": 0.009223568253219128,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.007044181227684021,
+                "score": 0.007044163532555103,
                 "label": "Violin, fiddle"
             }
         ]
@@ -59,23 +59,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.484165221452713,
+                "score": 0.48416489362716675,
                 "label": "Music"
             },
             {
-                "score": 0.3196358382701874,
+                "score": 0.31963589787483215,
                 "label": "Speech"
             },
             {
-                "score": 0.024682654067873955,
+                "score": 0.024682771414518356,
                 "label": "Television"
             },
             {
-                "score": 0.006147118750959635,
+                "score": 0.006147123873233795,
                 "label": "Animal"
             },
             {
-                "score": 0.00577519042417407,
+                "score": 0.005775192752480507,
                 "label": "Vehicle"
             }
         ]
@@ -86,23 +86,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.40269798040390015,
+                "score": 0.40269842743873596,
                 "label": "Music"
             },
             {
-                "score": 0.3309391438961029,
+                "score": 0.33093884587287903,
                 "label": "Speech"
             },
             {
-                "score": 0.04809674620628357,
+                "score": 0.04809656739234924,
                 "label": "Television"
             },
             {
-                "score": 0.018489988520741463,
+                "score": 0.018489956855773926,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.014954212121665478,
+                "score": 0.014954193495213985,
                 "label": "Violin, fiddle"
             }
         ]
@@ -113,23 +113,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5231322646141052,
+                "score": 0.5231322050094604,
                 "label": "Speech"
             },
             {
-                "score": 0.054597657173871994,
+                "score": 0.05459762364625931,
                 "label": "Animal"
             },
             {
-                "score": 0.0191233791410923,
+                "score": 0.019123461097478867,
                 "label": "Music"
             },
             {
-                "score": 0.01860160566866398,
+                "score": 0.01860164664685726,
                 "label": "Bird"
             },
             {
-                "score": 0.016181331127882004,
+                "score": 0.01618129387497902,
                 "label": "Cat"
             }
         ]
@@ -140,23 +140,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.623776912689209,
+                "score": 0.6237766146659851,
                 "label": "Speech"
             },
             {
-                "score": 0.03412521630525589,
+                "score": 0.03412522375583649,
                 "label": "Animal"
             },
             {
-                "score": 0.020451189950108528,
+                "score": 0.0204511359333992,
                 "label": "Music"
             },
             {
-                "score": 0.014943803660571575,
+                "score": 0.014943849295377731,
                 "label": "Bird"
             },
             {
-                "score": 0.014206241816282272,
+                "score": 0.01420628558844328,
                 "label": "Chirp, tweet"
             }
         ]
@@ -167,50 +167,23 @@
         "ac_is_speech": false,
         "ac_result": [
             {
-                "score": 0.30382078886032104,
+                "score": 0.3038209080696106,
                 "label": "Music"
             },
             {
-                "score": 0.08830372244119644,
+                "score": 0.08830372989177704,
                 "label": "Bowed string instrument"
             },
             {
-                "score": 0.07996567338705063,
+                "score": 0.07996566593647003,
                 "label": "Cello"
             },
             {
-                "score": 0.07822546362876892,
+                "score": 0.07822540402412415,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.0683169886469841,
-                "label": "Double bass"
-            }
-        ]
-    },
-    {
-        "start": 58.8,
-        "end": 59.4,
-        "ac_is_speech": false,
-        "ac_result": [
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-                "score": 0.45769932866096497,
-                "label": "Music"
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-            {
-                "score": 0.06758588552474976,
-                "label": "Musical instrument"
-            },
-            {
-                "score": 0.054932888597249985,
-                "label": "Bowed string instrument"
-            },
-            {
-                "score": 0.032652854919433594,
-                "label": "Cello"
-            },
-            {
-                "score": 0.030500762164592743,
+                "score": 0.0683169811964035,
                 "label": "Double bass"
             }
         ]
@@ -221,23 +194,23 @@
         "ac_is_speech": false,
         "ac_result": [
             {
-                "score": 0.42562100291252136,
+                "score": 0.4256216585636139,
                 "label": "Music"
             },
             {
-                "score": 0.13857506215572357,
+                "score": 0.13857467472553253,
                 "label": "Speech"
             },
             {
-                "score": 0.02633320353925228,
+                "score": 0.02633308805525303,
                 "label": "Sound effect"
             },
             {
-                "score": 0.020512990653514862,
+                "score": 0.02051304467022419,
                 "label": "Mantra"
             },
             {
-                "score": 0.013414600864052773,
+                "score": 0.013414609245955944,
                 "label": "Singing"
             }
         ]
@@ -248,77 +221,50 @@
         "ac_is_speech": false,
         "ac_result": [
             {
-                "score": 0.19101066887378693,
+                "score": 0.19101090729236603,
                 "label": "Speech"
             },
             {
-                "score": 0.12974804639816284,
+                "score": 0.12974801659584045,
                 "label": "Female singing"
             },
             {
-                "score": 0.09007628262042999,
+                "score": 0.09007583558559418,
                 "label": "Music"
             },
             {
-                "score": 0.06637982279062271,
+                "score": 0.06637973338365555,
                 "label": "Child singing"
             },
             {
-                "score": 0.058549366891384125,
+                "score": 0.05854935571551323,
                 "label": "Singing"
             }
         ]
     },
-    {
-        "start": 65.1,
-        "end": 65.5,
-        "ac_is_speech": false,
-        "ac_result": [
-            {
-                "score": 0.4338410794734955,
-                "label": "Music"
-            },
-            {
-                "score": 0.08143340796232224,
-                "label": "Musical instrument"
-            },
-            {
-                "score": 0.0471959263086319,
-                "label": "Guitar"
-            },
-            {
-                "score": 0.043565861880779266,
-                "label": "Speech"
-            },
-            {
-                "score": 0.03308134153485298,
-                "label": "Plucked string instrument"
-            }
-        ]
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     {
         "start": 79.1,
         "end": 86.0,
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.6711958050727844,
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                 "label": "Speech"
             },
             {
-                "score": 0.02181805856525898,
+                "score": 0.02181818149983883,
                 "label": "Inside, small room"
             },
             {
-                "score": 0.020096415653824806,
+                "score": 0.020096395164728165,
                 "label": "Child speech, kid speaking"
             },
             {
-                "score": 0.017341140657663345,
+                "score": 0.0173411313444376,
                 "label": "Squish"
             },
             {
-                "score": 0.016256658360362053,
+                "score": 0.016256699338555336,
                 "label": "Crack"
             }
         ]
@@ -329,23 +275,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.31626570224761963,
+                "score": 0.316266804933548,
                 "label": "Speech"
             },
             {
-                "score": 0.22790834307670593,
+                "score": 0.2279074788093567,
                 "label": "Mechanisms"
             },
             {
-                "score": 0.09566543251276016,
+                "score": 0.09566526114940643,
                 "label": "Gears"
             },
             {
-                "score": 0.09048424661159515,
+                "score": 0.09048385173082352,
                 "label": "Ratchet, pawl"
             },
             {
-                "score": 0.08214767277240753,
+                "score": 0.08214756101369858,
                 "label": "Pulleys"
             }
         ]
@@ -356,23 +302,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5879205465316772,
+                "score": 0.587921142578125,
                 "label": "Speech"
             },
             {
-                "score": 0.1738588511943817,
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                 "label": "Gasp"
             },
             {
-                "score": 0.043758656829595566,
+                "score": 0.0437583290040493,
                 "label": "Child speech, kid speaking"
             },
             {
-                "score": 0.03060181252658367,
+                "score": 0.030601922422647476,
                 "label": "Sigh"
             },
             {
-                "score": 0.017220305278897285,
+                "score": 0.01722024939954281,
                 "label": "Snort"
             }
         ]
@@ -383,23 +329,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.6525897979736328,
+                "score": 0.6525898575782776,
                 "label": "Speech"
             },
             {
-                "score": 0.03835086151957512,
+                "score": 0.03835093602538109,
                 "label": "Chewing, mastication"
             },
             {
-                "score": 0.03344355523586273,
+                "score": 0.03344358503818512,
                 "label": "Inside, small room"
             },
             {
-                "score": 0.025500020012259483,
+                "score": 0.025500064715743065,
                 "label": "Animal"
             },
             {
-                "score": 0.02531965635716915,
+                "score": 0.025319671258330345,
                 "label": "Biting"
             }
         ]
@@ -410,23 +356,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.6792455315589905,
+                "score": 0.679245114326477,
                 "label": "Speech"
             },
             {
-                "score": 0.04504498839378357,
+                "score": 0.04504506662487984,
                 "label": "Animal"
             },
             {
-                "score": 0.034135136753320694,
+                "score": 0.03413517400622368,
                 "label": "Bird"
             },
             {
-                "score": 0.015437081456184387,
+                "score": 0.015437115915119648,
                 "label": "Bird vocalization, bird call, bird song"
             },
             {
-                "score": 0.013777447864413261,
+                "score": 0.013777464628219604,
                 "label": "Environmental noise"
             }
         ]
@@ -437,23 +383,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.6666679978370667,
+                "score": 0.6666683554649353,
                 "label": "Speech"
             },
             {
-                "score": 0.025013485923409462,
+                "score": 0.02501346543431282,
                 "label": "Animal"
             },
             {
-                "score": 0.02235271781682968,
+                "score": 0.022352632135152817,
                 "label": "Gasp"
             },
             {
-                "score": 0.01687747612595558,
+                "score": 0.01687750592827797,
                 "label": "Caw"
             },
             {
-                "score": 0.013802975416183472,
+                "score": 0.01380300335586071,
                 "label": "Bird"
             }
         ]
@@ -464,23 +410,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4362236559391022,
+                "score": 0.43622323870658875,
                 "label": "Speech"
             },
             {
-                "score": 0.3298724889755249,
+                "score": 0.3298729956150055,
                 "label": "Music"
             },
             {
-                "score": 0.023187274113297462,
+                "score": 0.02318727970123291,
                 "label": "Violin, fiddle"
             },
             {
-                "score": 0.0152909429743886,
+                "score": 0.015290899202227592,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.011745494790375233,
+                "score": 0.011745475232601166,
                 "label": "Television"
             }
         ]
@@ -491,51 +437,24 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.47655749320983887,
+                "score": 0.4765574336051941,
                 "label": "Speech"
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             {
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                 "label": "Music"
             },
             {
-                "score": 0.056992366909980774,
+                "score": 0.056992411613464355,
                 "label": "Vehicle horn, car horn, honking"
             },
             {
-                "score": 0.02868467941880226,
-                "label": "Musical instrument"
-            },
-            {
-                "score": 0.02484211139380932,
-                "label": "Violin, fiddle"
-            }
-        ]
-    },
-    {
-        "start": 130.5,
-        "end": 130.9,
-        "ac_is_speech": false,
-        "ac_result": [
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-                "score": 0.36304813623428345,
-                "label": "Music"
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-                "label": "Speech"
-            },
-            {
-                "score": 0.07601242512464523,
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                 "label": "Musical instrument"
             },
             {
-                "score": 0.06499431282281876,
+                "score": 0.02484210766851902,
                 "label": "Violin, fiddle"
-            },
-            {
-                "score": 0.024341940879821777,
-                "label": "Male speech, man speaking"
             }
         ]
     },
@@ -545,23 +464,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.45109573006629944,
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                 "label": "Speech"
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                 "label": "Music"
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             {
-                "score": 0.06815892457962036,
+                "score": 0.06815889477729797,
                 "label": "Clarinet"
             },
             {
-                "score": 0.05707023665308952,
+                "score": 0.05707034841179848,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.025540413334965706,
+                "score": 0.025540422648191452,
                 "label": "Wind instrument, woodwind instrument"
             }
         ]
@@ -572,23 +491,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4023630917072296,
+                "score": 0.4023634195327759,
                 "label": "Speech"
             },
             {
-                "score": 0.24984383583068848,
+                "score": 0.24984335899353027,
                 "label": "Music"
             },
             {
-                "score": 0.04503081366419792,
+                "score": 0.0450313426554203,
                 "label": "Wind instrument, woodwind instrument"
             },
             {
-                "score": 0.043277520686388016,
+                "score": 0.04327741265296936,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.037870995700359344,
+                "score": 0.03787069767713547,
                 "label": "Violin, fiddle"
             }
         ]
@@ -599,23 +518,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.4186764359474182,
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                 "label": "Speech"
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             {
-                "score": 0.3870275020599365,
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                 "label": "Music"
             },
             {
-                "score": 0.008636645041406155,
+                "score": 0.008636643178761005,
                 "label": "Animal"
             },
             {
-                "score": 0.007233813870698214,
+                "score": 0.007233818061649799,
                 "label": "Inside, small room"
             },
             {
-                "score": 0.005954267457127571,
+                "score": 0.005954273045063019,
                 "label": "Single-lens reflex camera"
             }
         ]
@@ -626,19 +545,19 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.36173567175865173,
+                "score": 0.3617355227470398,
                 "label": "Speech"
             },
             {
-                "score": 0.19236081838607788,
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                 "label": "Music"
             },
             {
-                "score": 0.07299430668354034,
+                "score": 0.07299422472715378,
                 "label": "Wind instrument, woodwind instrument"
             },
             {
-                "score": 0.055927835404872894,
+                "score": 0.055928029119968414,
                 "label": "Dishes, pots, and pans"
             },
             {
@@ -653,23 +572,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5017043948173523,
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                 "label": "Speech"
             },
             {
-                "score": 0.20251324772834778,
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                 "label": "Music"
             },
             {
-                "score": 0.038399841636419296,
+                "score": 0.03839998319745064,
                 "label": "Musical instrument"
             },
             {
-                "score": 0.03756525367498398,
+                "score": 0.037564873695373535,
                 "label": "Ice cream truck, ice cream van"
             },
             {
-                "score": 0.02128526009619236,
+                "score": 0.021285075694322586,
                 "label": "Doorbell"
             }
         ]
@@ -680,23 +599,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.5675538182258606,
+                "score": 0.5675532221794128,
                 "label": "Speech"
             },
             {
-                "score": 0.16031326353549957,
+                "score": 0.16031357645988464,
                 "label": "Music"
             },
             {
-                "score": 0.017279423773288727,
+                "score": 0.017279410734772682,
                 "label": "Meow"
             },
             {
-                "score": 0.017223794013261795,
+                "score": 0.017224067822098732,
                 "label": "Owl"
             },
             {
-                "score": 0.015034290961921215,
+                "score": 0.015034414827823639,
                 "label": "Child speech, kid speaking"
             }
         ]
@@ -707,23 +626,23 @@
         "ac_is_speech": true,
         "ac_result": [
             {
-                "score": 0.7727785110473633,
+                "score": 0.7727784514427185,
                 "label": "Speech"
             },
             {
-                "score": 0.011396178975701332,
+                "score": 0.011396161280572414,
                 "label": "Male speech, man speaking"
             },
             {
-                "score": 0.010126656852662563,
+                "score": 0.010126655921339989,
                 "label": "Slap, smack"
             },
             {
-                "score": 0.008481857366859913,
+                "score": 0.00848186481744051,
                 "label": "Animal"
             },
             {
-                "score": 0.007943457923829556,
+                "score": 0.007943453267216682,
                 "label": "Inside, small room"
             }
         ]
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         "ac_is_speech": true,
         "ac_result": [
             {
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                 "label": "Speech"
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             {
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                 "label": "Inside, small room"
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                 "label": "Animal"
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             {
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                 "label": "Male speech, man speaking"
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             {
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
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                 "label": "Narration, monologue"
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         "ac_is_speech": true,
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                 "label": "Female speech, woman speaking"
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@@ -819,19 +738,19 @@
                 "label": "Speech"
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-                "score": 0.05364476516842842,
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                 "label": "Zipper (clothing)"
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Animal"
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                 "label": "Domestic animals, pets"
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         "ac_is_speech": true,
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                 "label": "Vehicle"
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         "ac_is_speech": true,
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                 "label": "Singing"
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         "ac_is_speech": true,
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         "ac_is_speech": true,
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                 "label": "Child speech, kid speaking"
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         "ac_is_speech": false,
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         "ac_is_speech": true,
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@@ -1328,54 +1139,81 @@
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@@ -1386,19 +1224,19 @@
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@@ -1413,19 +1251,19 @@
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@@ -1436,23 +1274,23 @@
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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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                 "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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                 "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": 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": "Narration, monologue"
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         "ac_is_speech": true,
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                 "label": "Inside, small room"
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                 "label": "Musical instrument"
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         "ac_is_speech": true,
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                 "label": "Female speech, woman speaking"
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                 "label": "Narration, monologue"
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         "ac_is_speech": true,
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                 "label": "Male speech, man speaking"
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                 "label": "Meow"
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         "ac_is_speech": false,
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                 "label": "Cello"
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         "ac_is_speech": true,
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                 "label": "Animal"
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                 "label": "Domestic animals, pets"
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                 "label": "Musical instrument"
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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": "Outside, urban or manmade"
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         "ac_is_speech": true,
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                 "label": "Speech"
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                 "label": "Waves, surf"
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         "ac_is_speech": true,
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                 "label": "Zipper (clothing)"
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@@ -4125,7 +3693,7 @@
                 "label": "Car"
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         "ac_is_speech": true,
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@@ -4163,23 +3731,23 @@
         "ac_is_speech": true,
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@@ -4190,23 +3758,23 @@
         "ac_is_speech": true,
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                 "label": "Slap, smack"
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@@ -4217,23 +3785,23 @@
         "ac_is_speech": true,
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                 "label": "Baby cry, infant cry"
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@@ -4325,23 +3893,23 @@
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                 "label": "Male speech, man speaking"
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@@ -4352,77 +3920,50 @@
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