Training in progress, epoch 1

config.json

@@ -3,178 +3,64 @@
     "ASTForAudioClassification"
   ],
   "attention_probs_dropout_prob": 0.0,
-  "frequency_stride": 10,
+  "frequency_stride": 12,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.0,
   "hidden_size": 768,
   "id2label": {
     "0": "_silence_",
     "1": "_unknown_",
-    "10": "car",
-    "11": "cat",
-    "12": "doctor",
-    "13": "dog",
-    "14": "door",
-    "15": "ear",
-    "16": "egg",
-    "17": "elephant",
-    "18": "fan",
-    "19": "fish",
-    "2": "air",
-    "20": "fox",
-    "21": "frog",
-    "22": "game",
-    "23": "gate",
-    "24": "gold",
-    "25": "hand",
-    "26": "hat",
-    "27": "home",
-    "28": "ice",
-    "29": "ill",
-    "3": "apple",
-    "30": "iron",
-    "31": "jelly",
-    "32": "juice",
-    "33": "jump",
-    "34": "key",
-    "35": "kid",
-    "36": "kite",
-    "37": "lamp",
-    "38": "leaf",
-    "39": "lion",
-    "4": "arm",
-    "40": "milk",
-    "41": "monkey",
-    "42": "moon",
-    "43": "nest",
-    "44": "net",
-    "45": "nose",
-    "46": "ocean",
-    "47": "open",
-    "48": "orange",
-    "49": "pen",
-    "5": "ball",
-    "50": "pig",
-    "51": "pizza",
-    "52": "queen",
-    "53": "question",
-    "54": "quiet",
-    "55": "red",
-    "56": "room",
-    "57": "run",
-    "58": "six",
-    "59": "snake",
-    "6": "bear",
-    "60": "star",
-    "61": "sun",
-    "62": "tiger",
-    "63": "toy",
-    "64": "tree",
-    "65": "umbrella",
-    "66": "under",
-    "67": "unlike",
-    "68": "van",
-    "69": "vest",
-    "7": "bed",
-    "70": "violin",
-    "71": "water",
-    "72": "white",
-    "73": "window",
-    "74": "year",
-    "75": "yellow",
-    "76": "youth",
-    "77": "zero",
-    "78": "zone",
-    "79": "zoo",
-    "8": "box",
-    "9": "cake"
+    "10": "four",
+    "11": "fox",
+    "12": "green",
+    "13": "horse",
+    "14": "nine",
+    "15": "one",
+    "16": "red",
+    "17": "seven",
+    "18": "six",
+    "19": "ten",
+    "2": "black",
+    "20": "three",
+    "21": "two",
+    "22": "white",
+    "3": "blue",
+    "4": "brown",
+    "5": "cat",
+    "6": "dog",
+    "7": "eight",
+    "8": "fish",
+    "9": "five"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
     "_silence_": "0",
     "_unknown_": "1",
-    "air": "2",
-    "apple": "3",
-    "arm": "4",
-    "ball": "5",
-    "bear": "6",
-    "bed": "7",
-    "box": "8",
-    "cake": "9",
-    "car": "10",
-    "cat": "11",
-    "doctor": "12",
-    "dog": "13",
-    "door": "14",
-    "ear": "15",
-    "egg": "16",
-    "elephant": "17",
-    "fan": "18",
-    "fish": "19",
-    "fox": "20",
-    "frog": "21",
-    "game": "22",
-    "gate": "23",
-    "gold": "24",
-    "hand": "25",
-    "hat": "26",
-    "home": "27",
-    "ice": "28",
-    "ill": "29",
-    "iron": "30",
-    "jelly": "31",
-    "juice": "32",
-    "jump": "33",
-    "key": "34",
-    "kid": "35",
-    "kite": "36",
-    "lamp": "37",
-    "leaf": "38",
-    "lion": "39",
-    "milk": "40",
-    "monkey": "41",
-    "moon": "42",
-    "nest": "43",
-    "net": "44",
-    "nose": "45",
-    "ocean": "46",
-    "open": "47",
-    "orange": "48",
-    "pen": "49",
-    "pig": "50",
-    "pizza": "51",
-    "queen": "52",
-    "question": "53",
-    "quiet": "54",
-    "red": "55",
-    "room": "56",
-    "run": "57",
-    "six": "58",
-    "snake": "59",
-    "star": "60",
-    "sun": "61",
-    "tiger": "62",
-    "toy": "63",
-    "tree": "64",
-    "umbrella": "65",
-    "under": "66",
-    "unlike": "67",
-    "van": "68",
-    "vest": "69",
-    "violin": "70",
-    "water": "71",
-    "white": "72",
-    "window": "73",
-    "year": "74",
-    "yellow": "75",
-    "youth": "76",
-    "zero": "77",
-    "zone": "78",
-    "zoo": "79"
+    "black": "2",
+    "blue": "3",
+    "brown": "4",
+    "cat": "5",
+    "dog": "6",
+    "eight": "7",
+    "fish": "8",
+    "five": "9",
+    "four": "10",
+    "fox": "11",
+    "green": "12",
+    "horse": "13",
+    "nine": "14",
+    "one": "15",
+    "red": "16",
+    "seven": "17",
+    "six": "18",
+    "ten": "19",
+    "three": "20",
+    "two": "21",
+    "white": "22"
   },
   "layer_norm_eps": 1e-12,
-  "max_length": 128,
+  "max_length": 1024,
   "model_type": "audio-spectrogram-transformer",
   "num_attention_heads": 12,
   "num_hidden_layers": 12,
@@ -182,7 +68,7 @@
   "patch_size": 16,
   "problem_type": "single_label_classification",
   "qkv_bias": true,
-  "time_stride": 10,
+  "time_stride": 12,
   "torch_dtype": "float32",
   "transformers_version": "4.51.3"
 }

model.safetensors

@@ -1,3 +1,3 @@
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-size 341749072
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+size 343742580

preprocessor_config.json

@@ -2,12 +2,12 @@
   "do_normalize": true,
   "feature_extractor_type": "ASTFeatureExtractor",
   "feature_size": 1,
-  "max_length": 128,
-  "mean": -6.845978,
+  "max_length": 1024,
+  "mean": -4.2677393,
   "num_mel_bins": 128,
   "padding_side": "right",
   "padding_value": 0.0,
   "return_attention_mask": false,
   "sampling_rate": 16000,
-  "std": 5.5654526
+  "std": 4.5689974
 }

runs/Jun24_13-45-10_ip-10-192-12-219/events.out.tfevents.1750772727.ip-10-192-12-219.20599.0

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runs/Jun24_15-23-31_ip-10-192-12-219/events.out.tfevents.1750778629.ip-10-192-12-219.113148.0

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runs/Jun24_15-26-40_ip-10-192-12-219/events.out.tfevents.1750778817.ip-10-192-12-219.113148.1

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training_args.bin

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