Name: stdt1/MIMII_pump_datasets_16kHz_RMS
Creator: stdt1
Published: 2026-04-22 15:04:04
License: 暂无描述

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https://hf-mirror.com/datasets/stdt1/MIMII_pump_datasets_16kHz_RMS

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--- dataset_info: - config_name: mel_nfft1024_hl256_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 2835376304 num_examples: 8830 - name: validation num_bytes: 607854102 num_examples: 1893 - name: test num_bytes: 607532930 num_examples: 1892 download_size: 4078611157 dataset_size: 4050763336 - config_name: mel_nfft1024_hl512_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1420315824 num_examples: 8830 - name: validation num_bytes: 304489494 num_examples: 1893 - name: test num_bytes: 304328578 num_examples: 1892 download_size: 2037596852 dataset_size: 2029133896 - config_name: mel_nfft2048_hl1024_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 715046064 num_examples: 8830 - name: validation num_bytes: 153291798 num_examples: 1893 - name: test num_bytes: 153210754 num_examples: 1892 download_size: 1022531714 dataset_size: 1021548616 - config_name: mel_nfft2048_hl512_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1420315824 num_examples: 8830 - name: validation num_bytes: 304489494 num_examples: 1893 - name: test num_bytes: 304328578 num_examples: 1892 download_size: 2037546486 dataset_size: 2029133896 - config_name: mel_nfft512_hl128_nmels64_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 2830855344 num_examples: 8830 - name: validation num_bytes: 606884886 num_examples: 1893 - name: test num_bytes: 606564226 num_examples: 1892 download_size: 4075459514 dataset_size: 4044304456 - config_name: mel_nfft512_hl256_nmels64_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1418055344 num_examples: 8830 - name: validation num_bytes: 304004886 num_examples: 1893 - name: test num_bytes: 303844226 num_examples: 1892 download_size: 2037287403 dataset_size: 2025904456 - config_name: nmfcc13_nfft1024_hl256_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 288627704 num_examples: 8830 - name: validation num_bytes: 61875042 num_examples: 1893 - name: test num_bytes: 61842290 num_examples: 1892 download_size: 414027971 dataset_size: 412345036 - config_name: nmfcc13_nfft512_hl128_nmels64_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 575602704 num_examples: 8830 - name: validation num_bytes: 123397542 num_examples: 1893 - name: test num_bytes: 123332290 num_examples: 1892 download_size: 827353151 dataset_size: 822332536 - config_name: nmfcc40_nfft1024_hl256_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 886559984 num_examples: 8830 - name: validation num_bytes: 190061430 num_examples: 1893 - name: test num_bytes: 189960962 num_examples: 1892 download_size: 1272842244 dataset_size: 1266582376 - config_name: nmfcc40_nfft2048_hl512_nmels128_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 444353584 num_examples: 8830 - name: validation num_bytes: 95259990 num_examples: 1893 - name: test num_bytes: 95209602 num_examples: 1892 download_size: 636348726 dataset_size: 634823176 - config_name: nmfcc40_nfft512_hl128_nmels64_hann features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: list: float32 splits: - name: train num_bytes: 1769559984 num_examples: 8830 - name: validation num_bytes: 379361430 num_examples: 1893 - name: test num_bytes: 379160962 num_examples: 1892 download_size: 2545244528 dataset_size: 2528082376 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：