Name: stdt1/mimii_pump_datasets
Creator: stdt1
Published: 2026-03-26 08:36:53
License: 暂无描述

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资源简介：

--- 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: 4078139287 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: 2037299310 dataset_size: 2029133896 - config_name: mel_nfft1024_hl512_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: 710525104 num_examples: 8830 - name: validation num_bytes: 152322582 num_examples: 1893 - name: test num_bytes: 152242050 num_examples: 1892 download_size: 1019035503 dataset_size: 1015089736 - 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: 2037365577 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: 4074592202 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: 2037087799 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: 413912967 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: 827351239 dataset_size: 822332536 - config_name: nmfcc20_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: 443647184 num_examples: 8830 - name: validation num_bytes: 95108550 num_examples: 1893 - name: test num_bytes: 95058242 num_examples: 1892 download_size: 636237585 dataset_size: 633813976 - config_name: nmfcc20_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: 885147184 num_examples: 8830 - name: validation num_bytes: 189758550 num_examples: 1893 - name: test num_bytes: 189658242 num_examples: 1892 download_size: 1271709162 dataset_size: 1264563976 - config_name: raw_audio_data features: - name: path dtype: string - name: label dtype: int64 - name: snr dtype: string - name: data list: list: float32 splits: - name: train num_bytes: 5651934384 num_examples: 8830 - name: validation num_bytes: 1211675670 num_examples: 1893 - name: test num_bytes: 1211035522 num_examples: 1892 download_size: 3796941255 dataset_size: 8074645576 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_nfft1024_hl512_nmels64_hann data_files: - split: train path: mel_nfft1024_hl512_nmels64_hann/train-* - split: validation path: mel_nfft1024_hl512_nmels64_hann/validation-* - split: test path: mel_nfft1024_hl512_nmels64_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: nmfcc20_nfft1024_hl256_nmels128_hann data_files: - split: train path: nmfcc20_nfft1024_hl256_nmels128_hann/train-* - split: validation path: nmfcc20_nfft1024_hl256_nmels128_hann/validation-* - split: test path: nmfcc20_nfft1024_hl256_nmels128_hann/test-* - config_name: nmfcc20_nfft512_hl128_nmels64_hann data_files: - split: train path: nmfcc20_nfft512_hl128_nmels64_hann/train-* - split: validation path: nmfcc20_nfft512_hl128_nmels64_hann/validation-* - split: test path: nmfcc20_nfft512_hl128_nmels64_hann/test-* - config_name: raw_audio_data data_files: - split: train path: raw_audio_data/train-* - split: validation path: raw_audio_data/validation-* - split: test path: raw_audio_data/test-* ---

应用场景：