├── .gitignore ├── README.md ├── dl4mir ├── __init__.py ├── chords │ ├── .deprecated │ │ ├── agc.py │ │ ├── aggregate_labfile_estimations.py │ │ ├── aggregate_likelihood_estimations.py │ │ ├── beat_sync_entities.py │ │ ├── chroma.py │ │ ├── classify_chroma_dset.py │ │ ├── clustering.py │ │ ├── collect_labfiles.py │ │ ├── drivers3 │ │ │ ├── cqt_l2norm_nll.py │ │ │ ├── cqt_l2norm_nll_bottleneck.py │ │ │ ├── cqt_mce_noreg.py │ │ │ ├── cqt_mse_noreg.py │ │ │ ├── cqt_nll_bottleneck.py │ │ │ ├── cqt_nll_bottleneck_mlp.py │ │ │ ├── cqt_nll_dropout.py │ │ │ ├── cqt_nll_noreg.py │ │ │ ├── cqt_nll_noreg_majority.py │ │ │ ├── wcqt_3conv3fc_nll_dropout_single.py │ │ │ ├── wcqt_margin_noreg.py │ │ │ ├── wcqt_mce_noreg.py │ │ │ ├── wcqt_newnll_noreg.py │ │ │ ├── wcqt_nll_noreg.py │ │ │ └── wcqt_nll_noreg_majority.py │ │ ├── drivers4 │ │ │ ├── chroma-single-dropout.py │ │ │ ├── chroma-single-noreg.py │ │ │ ├── chroma-uniform-dropout.py │ │ │ ├── chroma_index-single-dropout.py │ │ │ ├── index-bigram-dropout.py │ │ │ ├── index-bigram-noreg.py │ │ │ ├── index-pairwise-dropout.py │ │ │ ├── index-pairwise-noreg.py │ │ │ ├── index-single-dropout.py │ │ │ ├── index-single-noreg.py │ │ │ ├── pitch-single-dropout.py │ │ │ ├── single_source.py │ │ │ └── weighted_contrast.py │ │ ├── drivers_old │ │ │ ├── chroma-L05.py │ │ │ ├── classifier-L05-V157.py │ │ │ ├── classifier-L10-V157.py │ │ │ ├── classifier-L20-V157-prior.py │ │ │ ├── classifier-L20-V157-weighted.py │ │ │ ├── classifier-L40-V157.py │ │ │ ├── classifier-L80-V157.py │ │ │ ├── classifier-MCE-L20.py │ │ │ ├── classifier-MLE-L20-uniform.py │ │ │ ├── classifier-NLL-L20-collisions.py │ │ │ ├── classifier-NLL-L20-partitioned.py │ │ │ ├── classifier-NLL-L20-uniform.py │ │ │ ├── classifier-NLL-L20.py │ │ │ ├── classifier-margin-L20.py │ │ │ └── tonnetz-L05.py │ │ ├── drivers_old2 │ │ │ ├── chroma_uniform.py │ │ │ ├── margin_uniform.py │ │ │ ├── mse_target_chord_uniform_2big.py │ │ │ ├── mse_wrapped_cqt.py │ │ │ ├── nll_asis.py │ │ │ ├── nll_chord_uniform_2big.py │ │ │ ├── nll_chord_uniform_2big_bottleneck.py │ │ │ ├── nll_chord_uniform_2big_cascade.py │ │ │ ├── nll_chord_uniform_2big_dropout.py │ │ │ ├── nll_factored_uniform.py │ │ │ ├── nll_margin_uniform.py │ │ │ ├── nll_uniform.py │ │ │ ├── nll_uniform_2big.py │ │ │ ├── nll_uniform_2big_cascade.py │ │ │ ├── nll_uniform_2big_nnc.py │ │ │ ├── nll_uniform_2step.py │ │ │ ├── nll_uniform_averages.py │ │ │ ├── nll_uniform_big.py │ │ │ ├── nll_uniform_cascade.py │ │ │ ├── nll_uniform_conditional.py │ │ │ ├── nll_uniform_limited.py │ │ │ ├── nll_uniform_nnc.py │ │ │ ├── nll_wrapped_cqt.py │ │ │ └── xentropy_wrapped_cqt.py │ │ ├── error_analysis.py │ │ ├── export_chroma_to_mats.py │ │ ├── matlab_export.sh │ │ ├── midi_synth.py │ │ ├── multiscale_data.py │ │ ├── nearest_neighbors.py │ │ ├── param_inits.py │ │ ├── partition_likelihoods.py │ │ ├── pitch_file_importer.py │ │ ├── reduce_annotation_sets.py │ │ ├── score_estimations.py │ │ ├── score_multiref.py │ │ ├── score_trackwise.py │ │ ├── sonify.py │ │ ├── synth.py │ │ └── test_ann_classifier.py │ ├── __init__.py │ ├── average_results.py │ ├── compute_dataset_stats.py │ ├── data.py │ ├── decode.py │ ├── decode_posteriors_to_jams.py │ ├── driver.py │ ├── drivers │ │ ├── index-asis-dropout.py │ │ └── index-asis-noreg.py │ ├── evaluate.py │ ├── file_importer.py │ ├── labeled_intervals_to_jamset.py │ ├── labels.py │ ├── lexicon.py │ ├── models.py │ ├── pipefxs.py │ ├── render_movie.py │ ├── rock_corpus_labs_to_jams.py │ ├── rockcorpus_importer.py │ ├── score_jamset_textlist.py │ ├── score_jamsets.py │ ├── select_best.py │ ├── tests │ │ ├── parallel_decode_check.py │ │ ├── test_data.py │ │ ├── test_labels.py │ │ └── test_resample_entities.py │ ├── util.py │ └── visualize.py ├── common │ ├── .deprecated │ │ ├── extract_timing_data.py │ │ ├── group_scan.py │ │ ├── hpss.py │ │ ├── pca.py │ │ ├── resolve_audio_to_enmfp.py │ │ ├── summaries.py │ │ └── wrap_cqts.py │ ├── __init__.py │ ├── cqt.py │ ├── fileutil.py │ ├── jams_utils.py │ ├── lcn.py │ ├── resolve_audio_to_echonest.py │ ├── streams.py │ ├── tests │ │ ├── test_fileutil.py │ │ └── test_util.py │ └── util.py ├── guitar │ ├── __init__.py │ ├── chord_voicings.json │ ├── data.py │ ├── decode.py │ ├── decode_fretboards_to_jams.py │ ├── driver.py │ ├── drivers │ │ ├── tabber-L05.py │ │ ├── tabber-L10.py │ │ ├── tabber-L20.py │ │ ├── tabber-L40.py │ │ ├── tabber-L80.py │ │ ├── tabber_L80.py │ │ └── wcqt_mse.py │ ├── fretutil.py │ ├── models.py │ ├── select_best.py │ ├── transformers.py │ └── util.py └── timbre │ ├── __init__.py │ ├── data.py │ ├── models.py │ ├── morph.py │ └── vsl.py ├── examples ├── C2_Chroma_Learning.ipynb ├── C3_Perceptrons.ipynb ├── __init__.py ├── concept_overlap.py ├── data.py └── sample_bias.py ├── experiments ├── 0-common │ ├── apply_lcn_to_arrays.py │ ├── audio_files_to_cqt_arrays.py │ ├── collect_files.py │ ├── stratify_data.py │ ├── tests │ │ ├── test_apply_lcn_to_arrays.py │ │ └── test_audio_files_to_cqt_arrays.py │ ├── transform_stash.py │ └── validation_sweep.py ├── 1-timbre │ ├── average_results.py │ ├── build.sh │ ├── driver.py │ ├── eval-Copy0.ipynb │ ├── eval.ipynb │ ├── evaluate.sh │ ├── file_importer.py │ ├── final_params.py │ ├── knn_classify.py │ ├── pcalda.py │ ├── score.sh │ ├── stratify_data.py │ ├── train_nlse.sh │ └── train_pcalda.sh ├── 2-chords │ ├── build.sh │ ├── estimation_fix.sh │ ├── eval-tmc.ipynb │ ├── eval.ipynb │ ├── evaluate.sh │ ├── predict_rockcorpus.sh │ └── train_classifiers.sh ├── 3-guitar │ ├── estimation_fix.sh │ ├── eval.ipynb │ ├── evaluate.sh │ └── train_classifiers.sh └── run_all.sh ├── requirements.txt ├── setup.py └── version.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ejhumphrey/dl4mir/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: 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