From 620ff8a8229f7e2b83d9cbaa326cbe09757374e2 Mon Sep 17 00:00:00 2001
From: raja1196 <rajaramsivaramakrishnan@gmail.com>
Date: Wed, 3 Nov 2021 21:35:25 +0000
Subject: [PATCH] First model version

---
 config.json              | 108 +++++++++++++++++++++++++++++++++++++++
 optimizer.pt             |   3 ++
 preprocessor_config.json |   9 ++++
 pytorch_model.bin        |   3 ++
 4 files changed, 123 insertions(+)
 create mode 100644 config.json
 create mode 100644 optimizer.pt
 create mode 100644 preprocessor_config.json
 create mode 100644 pytorch_model.bin

diff --git a/config.json b/config.json
new file mode 100644
index 0000000..4d13482
--- /dev/null
+++ b/config.json
@@ -0,0 +1,108 @@
+{
+  "_name_or_path": "facebook/hubert-base-ls960",
+  "activation_dropout": 0.1,
+  "apply_spec_augment": true,
+  "architectures": [
+    "HubertForSpeechClassification"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "conv_bias": false,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "sum",
+  "ctc_zero_infinity": false,
+  "do_stable_layer_norm": false,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "group",
+  "feat_proj_dropout": 0.1,
+  "final_dropout": 0.1,
+  "finetuning_task": "wav2vec2_clf",
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.1,
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "female_angry",
+    "1": "female_disgust",
+    "2": "female_fear",
+    "3": "female_happy",
+    "4": "female_neutral",
+    "5": "female_sad",
+    "6": "female_surprise",
+    "7": "male_angry",
+    "8": "male_disgust",
+    "9": "male_fear",
+    "10": "male_happy",
+    "11": "male_neutral",
+    "12": "male_sad",
+    "13": "male_surprise"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "female_angry": 0,
+    "female_disgust": 1,
+    "female_fear": 2,
+    "female_happy": 3,
+    "female_neutral": 4,
+    "female_sad": 5,
+    "female_surprise": 6,
+    "male_angry": 7,
+    "male_disgust": 8,
+    "male_fear": 9,
+    "male_happy": 10,
+    "male_neutral": 11,
+    "male_sad": 12,
+    "male_surprise": 13
+  },
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.1,
+  "mask_feature_length": 10,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_prob": 0.05,
+  "model_type": "hubert",
+  "num_attention_heads": 12,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooling_mode": "mean",
+  "problem_type": "single_label_classification",
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "torch_dtype": "float32",
+  "transformers_version": "4.12.0.dev0",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 32
+}
diff --git a/optimizer.pt b/optimizer.pt
new file mode 100644
index 0000000..da422c9
--- /dev/null
+++ b/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b11008acfee9f053503ebb538d0b7a1c5dd24497aae6f2eadf0f8a6097e0244
+size 726300297
diff --git a/preprocessor_config.json b/preprocessor_config.json
new file mode 100644
index 0000000..8df8da1
--- /dev/null
+++ b/preprocessor_config.json
@@ -0,0 +1,9 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0,
+  "return_attention_mask": false,
+  "sampling_rate": 16000
+}
diff --git a/pytorch_model.bin b/pytorch_model.bin
new file mode 100644
index 0000000..e24dfd3
--- /dev/null
+++ b/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:532e71ea91a66a6bdb5710361d7d2093d7e230bedc028ee38749f8e4d25a40c1
+size 379976915