├── .gitignore ├── LICENSE ├── README.md ├── environment-torch.yml ├── figures ├── demonstration.png ├── duin.png └── results.png ├── models ├── .gitignore ├── Makefile ├── __init__.py ├── brainbert │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── brainbert.py │ └── layers │ │ ├── .gitignore │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── Encoder.py │ │ ├── GradScaler.py │ │ ├── Makefile │ │ ├── Tokenizer.py │ │ └── __init__.py ├── brant │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── brant.py │ └── layers │ │ ├── .gitignore │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── SpatialEncoder.py │ │ ├── TimeEncoder.py │ │ ├── Tokenizer.py │ │ └── __init__.py ├── cnn_gru │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── cnn_gru.py │ └── layers │ │ ├── .gitignore │ │ ├── DecoderHead.py │ │ ├── Encoder.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── Tokenizer.py │ │ └── __init__.py ├── dewave │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── dewave.py │ └── layers │ │ ├── .gitignore │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ ├── __init__.py │ │ └── conformer │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── attention.py │ │ ├── convolution.py │ │ ├── embedding.py │ │ ├── encoder.py │ │ ├── feed_forward.py │ │ ├── model.py │ │ └── modules.py ├── duin │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── duin.py │ └── layers │ │ ├── .gitignore │ │ ├── ContrastiveBlock.py │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── GradScaler.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── ResidualConnection.py │ │ ├── SubjectBlock.py │ │ ├── SubjectLayer.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ ├── VectorQuantizer │ │ ├── .gitignore │ │ ├── GumbelVectorQuantizer.py │ │ ├── JukeBoxVectorQuantizer.py │ │ ├── KmeansVectorQuantizer.py │ │ ├── LaBraMVectorQuantizer.py │ │ ├── Makefile │ │ └── __init__.py │ │ └── __init__.py ├── eeg_cfmr │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── eeg_cfmr.py │ └── layers │ │ ├── .gitignore │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ └── __init__.py ├── labram │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── labram.py │ └── layers │ │ ├── .gitignore │ │ ├── ContrastiveBlock.py │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── GradScaler.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── ResidualConnection.py │ │ ├── SubjectBlock.py │ │ ├── SubjectLayer.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ ├── VectorQuantizer │ │ ├── .gitignore │ │ ├── GumbelVectorQuantizer.py │ │ ├── JukeBoxVectorQuantizer.py │ │ ├── KmeansVectorQuantizer.py │ │ ├── LaBraMVectorQuantizer.py │ │ ├── Makefile │ │ └── __init__.py │ │ └── __init__.py ├── labram_popt │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── labram_popt.py │ └── layers │ │ ├── .gitignore │ │ ├── ContrastiveBlock.py │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── GradScaler.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── ResidualConnection.py │ │ ├── SubjectBlock.py │ │ ├── SubjectLayer.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ ├── VectorQuantizer │ │ ├── .gitignore │ │ ├── GumbelVectorQuantizer.py │ │ ├── JukeBoxVectorQuantizer.py │ │ ├── KmeansVectorQuantizer.py │ │ ├── LaBraMVectorQuantizer.py │ │ ├── Makefile │ │ └── __init__.py │ │ └── __init__.py ├── neurobert │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── layers │ │ ├── .gitignore │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ └── __init__.py │ └── neurobert.py ├── poms │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── duin │ │ ├── .gitignore │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── duin.py │ │ └── layers │ │ ├── .gitignore │ │ ├── ContrastiveBlock.py │ │ ├── DecoderHead.py │ │ ├── Embedding.py │ │ ├── FeedForward.py │ │ ├── GradScaler.py │ │ ├── LambdaLayer.py │ │ ├── Makefile │ │ ├── MultiHeadAttention.py │ │ ├── ResidualConnection.py │ │ ├── Tokenizer.py │ │ ├── TransformerBlock.py │ │ ├── TransformerStack.py │ │ ├── VectorQuantizer │ │ ├── .gitignore │ │ ├── GumbelVectorQuantizer.py │ │ ├── JukeBoxVectorQuantizer.py │ │ ├── KmeansVectorQuantizer.py │ │ ├── LaBraMVectorQuantizer.py │ │ ├── Makefile │ │ └── __init__.py │ │ └── __init__.py └── tstcc │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── layers │ ├── .gitignore │ ├── DecoderHead.py │ ├── LambdaLayer.py │ ├── Makefile │ ├── TemporalContrastiveBlock.py │ ├── Tokenizer.py │ ├── __init__.py │ ├── attention.py │ ├── augmentations.py │ └── loss.py │ └── tstcc.py ├── params ├── .gitignore ├── Makefile ├── __init__.py ├── brainbert_params.py ├── brant_params.py ├── cnn_gru_params.py ├── dewave_params.py ├── duin_params.py ├── eeg_cfmr_params.py ├── labram_params.py ├── labram_popt_params.py ├── neurobert_params.py ├── poms_params │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── duin_params.py └── tstcc_params.py ├── run.sh ├── train ├── .gitignore ├── Makefile ├── __init__.py ├── brainbert │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── mask.py │ ├── run_cls.py │ ├── run_mae.py │ └── wav2spec │ │ ├── .gitignore │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── superlet │ │ ├── .gitignore │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── superlet_jax │ │ │ ├── .gitignore │ │ │ ├── Makefile │ │ │ ├── __init__.py │ │ │ ├── morlet.py │ │ │ └── superlet.py │ │ └── superlet_sp.py │ │ └── wav2spec.py ├── brant │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── run_cls.py │ └── run_mae.py ├── cnn_gru │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── run_cls.py ├── dewave │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── run_cls.py ├── duin │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── run_cls.py │ ├── run_mae.py │ └── run_vqvae.py ├── eeg_cfmr │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── run_cls.py ├── labram │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── run_cls.py │ ├── run_mae.py │ └── run_vqvae.py ├── labram_popt │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── run_cls.py │ ├── run_mae.py │ └── run_vqvae.py ├── neurobert │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── run_cls.py │ └── run_mae.py ├── poms │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── duin │ │ ├── .gitignore │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── run_cls.py │ │ ├── run_mae.py │ │ └── run_vqvae.py └── tstcc │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ ├── run_cls.py │ └── run_contra.py └── utils ├── .gitignore ├── DotDict.py ├── Makefile ├── Paths.py ├── __init__.py ├── data ├── .gitignore ├── Makefile ├── __init__.py ├── data.py └── seeg │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── he2023xuanwu │ ├── .gitignore │ ├── Makefile │ ├── __init__.py │ └── word_recitation.py └── model ├── .gitignore ├── Makefile ├── __init__.py ├── tf.py └── torch ├── .gitignore ├── Makefile ├── __init__.py ├── dist_adapter.py ├── metrics.py └── optim_factory.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liulab-repository/Du-IN/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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