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jonatasgrosman/exp_w2v2t_ja_hubert_s732

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README.md ADDED
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+ ---
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+ language:
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+ - ja
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+ license: apache-2.0
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+ tags:
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+ - automatic-speech-recognition
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+ - ja
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+ datasets:
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+ - mozilla-foundation/common_voice_7_0
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+ ---
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+ # exp_w2v2t_ja_hubert_s732
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+
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+ Fine-tuned [facebook/hubert-large-ll60k](https://huggingface.co/facebook/hubert-large-ll60k) for speech recognition using the train split of [Common Voice 7.0 (ja)](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0).
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+ When using this model, make sure that your speech input is sampled at 16kHz.
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+
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+ This model has been fine-tuned by the [HuggingSound](https://github.com/jonatasgrosman/huggingsound) tool.
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+
config.json ADDED
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+ {
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+ "_name_or_path": "facebook/hubert-large-ll60k",
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+ "activation_dropout": 0.05,
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+ "apply_spec_augment": true,
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+ "architectures": [
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+ "HubertForCTC"
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+ ],
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+ "attention_dropout": 0.05,
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+ "bos_token_id": 1,
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+ "classifier_proj_size": 256,
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+ "conv_bias": true,
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+ "conv_dim": [
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+ 512,
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+ "conv_kernel": [
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+ "ctc_loss_reduction": "sum",
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+ "ctc_zero_infinity": false,
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+ "do_stable_layer_norm": true,
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+ "eos_token_id": 2,
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+ "feat_extract_activation": "gelu",
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+ "feat_extract_dropout": 0.0,
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+ "feat_extract_norm": "layer",
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+ "feat_proj_dropout": 0.05,
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+ "feat_proj_layer_norm": true,
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+ "final_dropout": 0.05,
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout": 0.05,
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+ "hidden_size": 1024,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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+ "layer_norm_eps": 1e-05,
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+ "layerdrop": 0.05,
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+ "mask_channel_length": 10,
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+ "mask_channel_min_space": 1,
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+ "mask_channel_other": 0.0,
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+ "mask_channel_prob": 0.0,
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+ "mask_channel_selection": "static",
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+ "mask_time_prob": 0.05,
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+ "model_type": "hubert",
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+ "num_attention_heads": 16,
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+ "num_conv_pos_embedding_groups": 16,
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+ "num_conv_pos_embeddings": 128,
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+ "num_hidden_layers": 24,
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+ "pad_token_id": 0,
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+ "tokenizer_class": "Wav2Vec2CTCTokenizer",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.16.0.dev0",
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": 2121
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+ }
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+ "return_attention_mask": true,
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+ "sampling_rate": 16000
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transcriptions_cv7_test.json ADDED
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transcriptions_cv7_validation.json ADDED
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