Name: stdt1/recorded_pump_datasets_16kHz_RMS_aug
Creator: stdt1
Published: 2026-04-22 11:51:35
License: 暂无描述

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--- dataset_info: - config_name: mel_nfft1024_hl256_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1959227451 num_examples: 6102 - name: validation num_bytes: 420618935 num_examples: 1310 - name: test num_bytes: 420618979 num_examples: 1310 download_size: 2818529005 dataset_size: 2800465365 - config_name: mel_nfft1024_hl512_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 981345339 num_examples: 6102 - name: validation num_bytes: 210683575 num_examples: 1310 - name: test num_bytes: 210683619 num_examples: 1310 download_size: 1408665989 dataset_size: 1402712533 - config_name: mel_nfft2048_hl1024_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 493966395 num_examples: 6102 - name: validation num_bytes: 106051255 num_examples: 1310 - name: test num_bytes: 106051299 num_examples: 1310 download_size: 707329967 dataset_size: 706068949 - config_name: mel_nfft2048_hl512_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 981345339 num_examples: 6102 - name: validation num_bytes: 210683575 num_examples: 1310 - name: test num_bytes: 210683619 num_examples: 1310 download_size: 1408605846 dataset_size: 1402712533 - config_name: mel_nfft512_hl128_nmels64_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1956103227 num_examples: 6102 - name: validation num_bytes: 419948215 num_examples: 1310 - name: test num_bytes: 419948259 num_examples: 1310 download_size: 2816172062 dataset_size: 2795999701 - config_name: mel_nfft512_hl256_nmels64_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 979783227 num_examples: 6102 - name: validation num_bytes: 210348215 num_examples: 1310 - name: test num_bytes: 210348259 num_examples: 1310 download_size: 1408564555 dataset_size: 1400479701 - config_name: nmfcc13_nfft1024_hl256_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 199288611 num_examples: 6102 - name: validation num_bytes: 42788735 num_examples: 1310 - name: test num_bytes: 42788779 num_examples: 1310 download_size: 286461740 dataset_size: 284866125 - config_name: nmfcc13_nfft512_hl128_nmels64_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 397603611 num_examples: 6102 - name: validation num_bytes: 85363735 num_examples: 1310 - name: test num_bytes: 85363779 num_examples: 1310 download_size: 571365624 dataset_size: 568331125 - config_name: nmfcc40_nfft1024_hl256_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 612491643 num_examples: 6102 - name: validation num_bytes: 131496695 num_examples: 1310 - name: test num_bytes: 131496739 num_examples: 1310 download_size: 881389634 dataset_size: 875485077 - config_name: nmfcc40_nfft2048_hl512_nmels128_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 306903483 num_examples: 6102 - name: validation num_bytes: 65891895 num_examples: 1310 - name: test num_bytes: 65891939 num_examples: 1310 download_size: 440616232 dataset_size: 438687317 - config_name: nmfcc40_nfft512_hl128_nmels64_hann features: - name: augmentation dtype: string - name: state dtype: string - name: label dtype: int64 - name: pos dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1222691643 num_examples: 6102 - name: validation num_bytes: 262496695 num_examples: 1310 - name: test num_bytes: 262496739 num_examples: 1310 download_size: 1760866136 dataset_size: 1747685077 configs: - config_name: mel_nfft1024_hl256_nmels128_hann data_files: - split: train path: mel_nfft1024_hl256_nmels128_hann/train-* - split: validation path: mel_nfft1024_hl256_nmels128_hann/validation-* - split: test path: mel_nfft1024_hl256_nmels128_hann/test-* - config_name: mel_nfft1024_hl512_nmels128_hann data_files: - split: train path: mel_nfft1024_hl512_nmels128_hann/train-* - split: validation path: mel_nfft1024_hl512_nmels128_hann/validation-* - split: test path: mel_nfft1024_hl512_nmels128_hann/test-* - config_name: mel_nfft2048_hl1024_nmels128_hann data_files: - split: train path: mel_nfft2048_hl1024_nmels128_hann/train-* - split: validation path: mel_nfft2048_hl1024_nmels128_hann/validation-* - split: test path: mel_nfft2048_hl1024_nmels128_hann/test-* - config_name: mel_nfft2048_hl512_nmels128_hann data_files: - split: train path: mel_nfft2048_hl512_nmels128_hann/train-* - split: validation path: mel_nfft2048_hl512_nmels128_hann/validation-* - split: test path: mel_nfft2048_hl512_nmels128_hann/test-* - config_name: mel_nfft512_hl128_nmels64_hann data_files: - split: train path: mel_nfft512_hl128_nmels64_hann/train-* - split: validation path: mel_nfft512_hl128_nmels64_hann/validation-* - split: test path: mel_nfft512_hl128_nmels64_hann/test-* - config_name: mel_nfft512_hl256_nmels64_hann data_files: - split: train path: mel_nfft512_hl256_nmels64_hann/train-* - split: validation path: mel_nfft512_hl256_nmels64_hann/validation-* - split: test path: mel_nfft512_hl256_nmels64_hann/test-* - config_name: nmfcc13_nfft1024_hl256_nmels128_hann data_files: - split: train path: nmfcc13_nfft1024_hl256_nmels128_hann/train-* - split: validation path: nmfcc13_nfft1024_hl256_nmels128_hann/validation-* - split: test path: nmfcc13_nfft1024_hl256_nmels128_hann/test-* - config_name: nmfcc13_nfft512_hl128_nmels64_hann data_files: - split: train path: nmfcc13_nfft512_hl128_nmels64_hann/train-* - split: validation path: nmfcc13_nfft512_hl128_nmels64_hann/validation-* - split: test path: nmfcc13_nfft512_hl128_nmels64_hann/test-* - config_name: nmfcc40_nfft1024_hl256_nmels128_hann data_files: - split: train path: nmfcc40_nfft1024_hl256_nmels128_hann/train-* - split: validation path: nmfcc40_nfft1024_hl256_nmels128_hann/validation-* - split: test path: nmfcc40_nfft1024_hl256_nmels128_hann/test-* - config_name: nmfcc40_nfft2048_hl512_nmels128_hann data_files: - split: train path: nmfcc40_nfft2048_hl512_nmels128_hann/train-* - split: validation path: nmfcc40_nfft2048_hl512_nmels128_hann/validation-* - split: test path: nmfcc40_nfft2048_hl512_nmels128_hann/test-* - config_name: nmfcc40_nfft512_hl128_nmels64_hann data_files: - split: train path: nmfcc40_nfft512_hl128_nmels64_hann/train-* - split: validation path: nmfcc40_nfft512_hl128_nmels64_hann/validation-* - split: test path: nmfcc40_nfft512_hl128_nmels64_hann/test-* ---

应用场景：