| --- |
| dataset_info: |
| - config_name: HSN_noise |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: audio |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': gcrfin |
| '1': whcspa |
| '2': amepip |
| '3': sposan |
| '4': rocwre |
| '5': brebla |
| '6': daejun |
| '7': foxspa |
| '8': clanut |
| '9': moublu |
| '10': casfin |
| '11': mallar3 |
| '12': herthr |
| '13': amerob |
| '14': yerwar |
| '15': yelwar |
| '16': dusfly |
| '17': mouchi |
| '18': orcwar |
| '19': warvir |
| '20': norfli |
| splits: |
| - name: train |
| num_bytes: 1088944801.39 |
| num_examples: 3397 |
| - name: test_5s |
| num_bytes: 1088944801.39 |
| num_examples: 3397 |
| download_size: 1912970030 |
| dataset_size: 2177889602.78 |
| - config_name: HSN_polyphonic |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: no_noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: segment_duration_s |
| dtype: float32 |
| - name: polyphony |
| dtype: int32 |
| - name: species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': gcrfin |
| '1': whcspa |
| '2': amepip |
| '3': sposan |
| '4': rocwre |
| '5': brebla |
| '6': daejun |
| '7': foxspa |
| '8': clanut |
| '9': moublu |
| '10': casfin |
| '11': mallar3 |
| '12': herthr |
| '13': amerob |
| '14': yerwar |
| '15': yelwar |
| '16': dusfly |
| '17': mouchi |
| '18': orcwar |
| '19': warvir |
| '20': norfli |
| - name: snr_dB |
| dtype: float32 |
| - name: orig_noise_file |
| dtype: string |
| - name: noise_norm_gain |
| dtype: float32 |
| - name: noise_gain |
| dtype: float32 |
| - name: relative_mix_level_dB |
| dtype: float32 |
| - name: mix_gain |
| dtype: float32 |
| - name: source_0_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_1_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_2_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_3_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_4_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_5_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_6_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_7_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_8_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_9_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_10_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_11_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: sources_audio |
| sequence: |
| - name: bytes |
| dtype: binary |
| - name: path |
| dtype: 'null' |
| - name: sampling_rate |
| dtype: int64 |
| - name: sources_time_freq_bounds |
| sequence: |
| sequence: |
| sequence: float32 |
| - name: sources_birdset_id |
| sequence: int64 |
| - name: sources_ebird_code |
| sequence: string |
| - name: sources_scientific_name |
| sequence: string |
| - name: sources_common_name |
| sequence: string |
| - name: sources_original_birdset_subset |
| sequence: string |
| - name: sources_original_file |
| sequence: string |
| - name: sources_segment_duration_s |
| sequence: float32 |
| - name: sources_norm_gain |
| sequence: float32 |
| - name: sources_relative_level_dB |
| sequence: float32 |
| - name: sources_gain |
| sequence: float32 |
| - name: sources_time_shift_s |
| sequence: float32 |
| splits: |
| - name: train |
| num_bytes: 768270915.25 |
| num_examples: 3825 |
| - name: validation |
| num_bytes: 94655669 |
| num_examples: 478 |
| - name: test |
| num_bytes: 96377306 |
| num_examples: 478 |
| download_size: 877687297 |
| dataset_size: 959303890.25 |
| - config_name: HSN_segments |
| features: |
| - name: audio |
| struct: |
| - name: bytes |
| dtype: binary |
| - name: path |
| dtype: 'null' |
| - name: sampling_rate |
| dtype: int64 |
| - name: time_freq_bounds |
| sequence: |
| sequence: float32 |
| - name: birdset_id |
| dtype: int64 |
| - name: ebird_code |
| dtype: string |
| - name: scientific_name |
| dtype: string |
| - name: common_name |
| dtype: string |
| - name: original_birdset_subset |
| dtype: string |
| - name: original_file |
| dtype: string |
| - name: segment_duration_s |
| dtype: float32 |
| splits: |
| - name: train |
| num_bytes: 44169831 |
| num_examples: 4852 |
| - name: validation |
| num_bytes: 5286297 |
| num_examples: 607 |
| - name: test |
| num_bytes: 5596710 |
| num_examples: 607 |
| download_size: 39008341 |
| dataset_size: 55052838 |
| - config_name: HSN_soundscape_test |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 32000 |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': gcrfin |
| '1': whcspa |
| '2': amepip |
| '3': sposan |
| '4': rocwre |
| '5': brebla |
| '6': daejun |
| '7': foxspa |
| '8': clanut |
| '9': moublu |
| '10': casfin |
| '11': mallar3 |
| '12': herthr |
| '13': amerob |
| '14': yerwar |
| '15': yelwar |
| '16': dusfly |
| '17': mouchi |
| '18': orcwar |
| '19': warvir |
| '20': norfli |
| splits: |
| - name: test_5s |
| num_bytes: 2752348436.95 |
| num_examples: 8585 |
| download_size: 2433188804 |
| dataset_size: 2752348436.95 |
| - config_name: NES_noise |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: audio |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': littin1 |
| '1': grhcha1 |
| '2': colcha1 |
| '3': compau |
| '4': compot1 |
| '5': buvhum1 |
| '6': stvhum2 |
| '7': rtlhum |
| '8': andeme1 |
| '9': squcuc1 |
| '10': rebpig1 |
| '11': whtdov |
| '12': gycwor1 |
| '13': roahaw |
| '14': gryhaw2 |
| '15': trsowl |
| '16': rinkin1 |
| '17': bucmot2 |
| '18': higmot1 |
| '19': rehbar1 |
| '20': kebtou1 |
| '21': acowoo |
| '22': hofwoo1 |
| '23': linwoo1 |
| '24': yehcar1 |
| '25': laufal1 |
| '26': orcpar |
| '27': whcpar |
| '28': brwpar1 |
| '29': whfpar1 |
| '30': orfpar |
| '31': crfpar |
| '32': oliwoo1 |
| '33': sthwoo1 |
| '34': azaspi1 |
| '35': yebela1 |
| '36': goftyr1 |
| '37': cotfly1 |
| '38': wewpew |
| '39': rumfly1 |
| '40': socfly1 |
| '41': grekis |
| '42': bobfly1 |
| '43': trokin |
| '44': ducfly |
| '45': lotman1 |
| '46': mastit1 |
| '47': rotbec |
| '48': yetvir |
| '49': blcjay1 |
| '50': grnjay |
| '51': brnjay |
| '52': melwar1 |
| '53': runwre1 |
| '54': whiwre1 |
| '55': rubwre1 |
| '56': rawwre1 |
| '57': plawre1 |
| '58': houwre |
| '59': andsol1 |
| '60': clcrob |
| '61': yeceup1 |
| '62': yeteup1 |
| '63': ccbfin |
| '64': rucspa1 |
| '65': wegspa1 |
| '66': pregrs2 |
| '67': ruboro1 |
| '68': monoro1 |
| '69': yebori1 |
| '70': melbla1 |
| '71': grtgra |
| '72': tenwar |
| '73': yelwar |
| '74': rucwar1 |
| '75': rucwar |
| '76': sltred |
| '77': rcatan1 |
| '78': strsal1 |
| '79': butsal1 |
| '80': blhsal1 |
| '81': banana |
| '82': yefgra1 |
| '83': flrtan1 |
| '84': sibtan2 |
| '85': bugtan |
| '86': blctan1 |
| '87': scrtan1 |
| '88': obnthr1 |
| splits: |
| - name: train |
| num_bytes: 2305258418.29 |
| num_examples: 7167 |
| - name: test_5s |
| num_bytes: 2305258418.29 |
| num_examples: 7167 |
| download_size: 6754532391 |
| dataset_size: 4610516836.58 |
| - config_name: NES_polyphonic |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: no_noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: segment_duration_s |
| dtype: float32 |
| - name: polyphony |
| dtype: int32 |
| - name: species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': littin1 |
| '1': grhcha1 |
| '2': colcha1 |
| '3': compau |
| '4': compot1 |
| '5': buvhum1 |
| '6': stvhum2 |
| '7': rtlhum |
| '8': andeme1 |
| '9': squcuc1 |
| '10': rebpig1 |
| '11': whtdov |
| '12': gycwor1 |
| '13': roahaw |
| '14': gryhaw2 |
| '15': trsowl |
| '16': rinkin1 |
| '17': bucmot2 |
| '18': higmot1 |
| '19': rehbar1 |
| '20': kebtou1 |
| '21': acowoo |
| '22': hofwoo1 |
| '23': linwoo1 |
| '24': yehcar1 |
| '25': laufal1 |
| '26': orcpar |
| '27': whcpar |
| '28': brwpar1 |
| '29': whfpar1 |
| '30': orfpar |
| '31': crfpar |
| '32': oliwoo1 |
| '33': sthwoo1 |
| '34': azaspi1 |
| '35': yebela1 |
| '36': goftyr1 |
| '37': cotfly1 |
| '38': wewpew |
| '39': rumfly1 |
| '40': socfly1 |
| '41': grekis |
| '42': bobfly1 |
| '43': trokin |
| '44': ducfly |
| '45': lotman1 |
| '46': mastit1 |
| '47': rotbec |
| '48': yetvir |
| '49': blcjay1 |
| '50': grnjay |
| '51': brnjay |
| '52': melwar1 |
| '53': runwre1 |
| '54': whiwre1 |
| '55': rubwre1 |
| '56': rawwre1 |
| '57': plawre1 |
| '58': houwre |
| '59': andsol1 |
| '60': clcrob |
| '61': yeceup1 |
| '62': yeteup1 |
| '63': ccbfin |
| '64': rucspa1 |
| '65': wegspa1 |
| '66': pregrs2 |
| '67': ruboro1 |
| '68': monoro1 |
| '69': yebori1 |
| '70': melbla1 |
| '71': grtgra |
| '72': tenwar |
| '73': yelwar |
| '74': rucwar1 |
| '75': rucwar |
| '76': sltred |
| '77': rcatan1 |
| '78': strsal1 |
| '79': butsal1 |
| '80': blhsal1 |
| '81': banana |
| '82': yefgra1 |
| '83': flrtan1 |
| '84': sibtan2 |
| '85': bugtan |
| '86': blctan1 |
| '87': scrtan1 |
| '88': obnthr1 |
| - name: snr_dB |
| dtype: float32 |
| - name: orig_noise_file |
| dtype: string |
| - name: noise_norm_gain |
| dtype: float32 |
| - name: noise_gain |
| dtype: float32 |
| - name: relative_mix_level_dB |
| dtype: float32 |
| - name: mix_gain |
| dtype: float32 |
| - name: source_0_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_1_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_2_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_3_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_4_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_5_audio |
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| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_6_audio |
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| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_7_audio |
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| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_8_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_9_audio |
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| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_10_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_11_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: sources_audio |
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| - name: bytes |
| dtype: binary |
| - name: path |
| dtype: 'null' |
| - name: sampling_rate |
| dtype: int64 |
| - name: sources_time_freq_bounds |
| sequence: |
| sequence: |
| sequence: float32 |
| - name: sources_birdset_id |
| sequence: int64 |
| - name: sources_ebird_code |
| sequence: string |
| - name: sources_scientific_name |
| sequence: string |
| - name: sources_common_name |
| sequence: string |
| - name: sources_original_birdset_subset |
| sequence: string |
| - name: sources_original_file |
| sequence: string |
| - name: sources_segment_duration_s |
| sequence: float32 |
| - name: sources_norm_gain |
| sequence: float32 |
| - name: sources_relative_level_dB |
| sequence: float32 |
| - name: sources_gain |
| sequence: float32 |
| - name: sources_time_shift_s |
| sequence: float32 |
| splits: |
| - name: train |
| num_bytes: 3540431776.4 |
| num_examples: 16728 |
| - name: validation |
| num_bytes: 443048700.5 |
| num_examples: 2090 |
| - name: test |
| num_bytes: 440603088.5 |
| num_examples: 2090 |
| download_size: 4108518152 |
| dataset_size: 4424083565.4 |
| - config_name: NES_segments |
| features: |
| - name: audio |
| struct: |
| - name: bytes |
| dtype: binary |
| - name: path |
| dtype: 'null' |
| - name: sampling_rate |
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| - name: time_freq_bounds |
| sequence: |
| sequence: float32 |
| - name: birdset_id |
| dtype: int64 |
| - name: ebird_code |
| dtype: string |
| - name: scientific_name |
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| - name: common_name |
| dtype: string |
| - name: original_birdset_subset |
| dtype: string |
| - name: original_file |
| dtype: string |
| - name: segment_duration_s |
| dtype: float32 |
| splits: |
| - name: train |
| num_bytes: 232527107 |
| num_examples: 21215 |
| - name: validation |
| num_bytes: 29475399 |
| num_examples: 2652 |
| - name: test |
| num_bytes: 29021252 |
| num_examples: 2652 |
| download_size: 233142728 |
| dataset_size: 291023758 |
| - config_name: NES_soundscape_test |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 32000 |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': littin1 |
| '1': grhcha1 |
| '2': colcha1 |
| '3': compau |
| '4': compot1 |
| '5': buvhum1 |
| '6': stvhum2 |
| '7': rtlhum |
| '8': andeme1 |
| '9': squcuc1 |
| '10': rebpig1 |
| '11': whtdov |
| '12': gycwor1 |
| '13': roahaw |
| '14': gryhaw2 |
| '15': trsowl |
| '16': rinkin1 |
| '17': bucmot2 |
| '18': higmot1 |
| '19': rehbar1 |
| '20': kebtou1 |
| '21': acowoo |
| '22': hofwoo1 |
| '23': linwoo1 |
| '24': yehcar1 |
| '25': laufal1 |
| '26': orcpar |
| '27': whcpar |
| '28': brwpar1 |
| '29': whfpar1 |
| '30': orfpar |
| '31': crfpar |
| '32': oliwoo1 |
| '33': sthwoo1 |
| '34': azaspi1 |
| '35': yebela1 |
| '36': goftyr1 |
| '37': cotfly1 |
| '38': wewpew |
| '39': rumfly1 |
| '40': socfly1 |
| '41': grekis |
| '42': bobfly1 |
| '43': trokin |
| '44': ducfly |
| '45': lotman1 |
| '46': mastit1 |
| '47': rotbec |
| '48': yetvir |
| '49': blcjay1 |
| '50': grnjay |
| '51': brnjay |
| '52': melwar1 |
| '53': runwre1 |
| '54': whiwre1 |
| '55': rubwre1 |
| '56': rawwre1 |
| '57': plawre1 |
| '58': houwre |
| '59': andsol1 |
| '60': clcrob |
| '61': yeceup1 |
| '62': yeteup1 |
| '63': ccbfin |
| '64': rucspa1 |
| '65': wegspa1 |
| '66': pregrs2 |
| '67': ruboro1 |
| '68': monoro1 |
| '69': yebori1 |
| '70': melbla1 |
| '71': grtgra |
| '72': tenwar |
| '73': yelwar |
| '74': rucwar1 |
| '75': rucwar |
| '76': sltred |
| '77': rcatan1 |
| '78': strsal1 |
| '79': butsal1 |
| '80': blhsal1 |
| '81': banana |
| '82': yefgra1 |
| '83': flrtan1 |
| '84': sibtan2 |
| '85': bugtan |
| '86': blctan1 |
| '87': scrtan1 |
| '88': obnthr1 |
| splits: |
| - name: test_5s |
| num_bytes: 5566566063.35 |
| num_examples: 17305 |
| download_size: 5498860494 |
| dataset_size: 5566566063.35 |
| - config_name: PER_noise |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: audio |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': gretin1 |
| '1': cintin1 |
| '2': littin1 |
| '3': undtin1 |
| '4': bartin2 |
| '5': horscr1 |
| '6': specha3 |
| '7': spigua1 |
| '8': stwqua1 |
| '9': compot1 |
| '10': strcuc1 |
| '11': squcuc1 |
| '12': scapig2 |
| '13': pavpig2 |
| '14': plupig2 |
| '15': rudpig |
| '16': blgdov1 |
| '17': ruqdov |
| '18': grfdov1 |
| '19': gycwor1 |
| '20': greibi1 |
| '21': amapyo1 |
| '22': fepowl |
| '23': tabsco1 |
| '24': blttro1 |
| '25': gnbtro1 |
| '26': viotro3 |
| '27': blctro1 |
| '28': coltro1 |
| '29': garkin1 |
| '30': rinkin1 |
| '31': bucmot4 |
| '32': blfjac1 |
| '33': wespuf1 |
| '34': blfnun1 |
| '35': gilbar1 |
| '36': letbar1 |
| '37': whttou1 |
| '38': yetwoo2 |
| '39': litwoo2 |
| '40': whtwoo2 |
| '41': gogwoo1 |
| '42': scbwoo5 |
| '43': rinwoo1 |
| '44': renwoo1 |
| '45': blacar1 |
| '46': baffal1 |
| '47': coffal1 |
| '48': buffal1 |
| '49': cowpar1 |
| '50': blhpar1 |
| '51': meapar |
| '52': duhpar |
| '53': rebmac2 |
| '54': oliwoo1 |
| '55': plbwoo1 |
| '56': citwoo1 |
| '57': lobwoo1 |
| '58': amabaw1 |
| '59': strwoo2 |
| '60': elewoo1 |
| '61': butwoo1 |
| '62': stbwoo2 |
| '63': strxen1 |
| '64': crfgle1 |
| '65': chwfog1 |
| '66': btfgle1 |
| '67': spwant2 |
| '68': bltant2 |
| '69': pygant1 |
| '70': whfant2 |
| '71': lowant1 |
| '72': gryant1 |
| '73': pltant1 |
| '74': dutant2 |
| '75': barant1 |
| '76': plwant1 |
| '77': fasant1 |
| '78': greant1 |
| '79': bsbeye1 |
| '80': gryant2 |
| '81': pluant1 |
| '82': goeant1 |
| '83': rucant2 |
| '84': blfant1 |
| '85': rufant3 |
| '86': astgna1 |
| '87': wibpip1 |
| '88': yectyr1 |
| '89': forela1 |
| '90': whltyr1 |
| '91': rinant2 |
| '92': whbtot1 |
| '93': ruftof1 |
| '94': yemfly1 |
| '95': gycfly1 |
| '96': gocspa1 |
| '97': whcspa1 |
| '98': eulfly1 |
| '99': pirfly1 |
| '100': grcfly1 |
| '101': bobfly1 |
| '102': gramou1 |
| '103': whrsir1 |
| '104': ducfly |
| '105': ducatt1 |
| '106': brratt1 |
| '107': putfru1 |
| '108': scrpih1 |
| '109': blfcot1 |
| '110': batman1 |
| '111': royfly1 |
| '112': cinmou1 |
| '113': whwbec1 |
| '114': blcbec1 |
| '115': ducgre1 |
| '116': thlwre1 |
| '117': bubwre1 |
| '118': muswre2 |
| '119': blbthr1 |
| '120': whnrob1 |
| '121': hauthr1 |
| '122': puteup1 |
| '123': ruboro1 |
| '124': olioro1 |
| '125': sobcac1 |
| '126': yercac1 |
| '127': rcatan1 |
| '128': bubgro2 |
| '129': grasal3 |
| '130': butsal1 |
| '131': partan1 |
| splits: |
| - name: test_5s |
| num_bytes: 228537642 |
| num_examples: 709 |
| download_size: 226965487 |
| dataset_size: 228537642 |
| - config_name: PER_polyphonic |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: no_noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: segment_duration_s |
| dtype: float32 |
| - name: polyphony |
| dtype: int32 |
| - name: species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': gretin1 |
| '1': cintin1 |
| '2': littin1 |
| '3': undtin1 |
| '4': bartin2 |
| '5': horscr1 |
| '6': specha3 |
| '7': spigua1 |
| '8': stwqua1 |
| '9': compot1 |
| '10': strcuc1 |
| '11': squcuc1 |
| '12': scapig2 |
| '13': pavpig2 |
| '14': plupig2 |
| '15': rudpig |
| '16': blgdov1 |
| '17': ruqdov |
| '18': grfdov1 |
| '19': gycwor1 |
| '20': greibi1 |
| '21': amapyo1 |
| '22': fepowl |
| '23': tabsco1 |
| '24': blttro1 |
| '25': gnbtro1 |
| '26': viotro3 |
| '27': blctro1 |
| '28': coltro1 |
| '29': garkin1 |
| '30': rinkin1 |
| '31': bucmot4 |
| '32': blfjac1 |
| '33': wespuf1 |
| '34': blfnun1 |
| '35': gilbar1 |
| '36': letbar1 |
| '37': whttou1 |
| '38': yetwoo2 |
| '39': litwoo2 |
| '40': whtwoo2 |
| '41': gogwoo1 |
| '42': scbwoo5 |
| '43': rinwoo1 |
| '44': renwoo1 |
| '45': blacar1 |
| '46': baffal1 |
| '47': coffal1 |
| '48': buffal1 |
| '49': cowpar1 |
| '50': blhpar1 |
| '51': meapar |
| '52': duhpar |
| '53': rebmac2 |
| '54': oliwoo1 |
| '55': plbwoo1 |
| '56': citwoo1 |
| '57': lobwoo1 |
| '58': amabaw1 |
| '59': strwoo2 |
| '60': elewoo1 |
| '61': butwoo1 |
| '62': stbwoo2 |
| '63': strxen1 |
| '64': crfgle1 |
| '65': chwfog1 |
| '66': btfgle1 |
| '67': spwant2 |
| '68': bltant2 |
| '69': pygant1 |
| '70': whfant2 |
| '71': lowant1 |
| '72': gryant1 |
| '73': pltant1 |
| '74': dutant2 |
| '75': barant1 |
| '76': plwant1 |
| '77': fasant1 |
| '78': greant1 |
| '79': bsbeye1 |
| '80': gryant2 |
| '81': pluant1 |
| '82': goeant1 |
| '83': rucant2 |
| '84': blfant1 |
| '85': rufant3 |
| '86': astgna1 |
| '87': wibpip1 |
| '88': yectyr1 |
| '89': forela1 |
| '90': whltyr1 |
| '91': rinant2 |
| '92': whbtot1 |
| '93': ruftof1 |
| '94': yemfly1 |
| '95': gycfly1 |
| '96': gocspa1 |
| '97': whcspa1 |
| '98': eulfly1 |
| '99': pirfly1 |
| '100': grcfly1 |
| '101': bobfly1 |
| '102': gramou1 |
| '103': whrsir1 |
| '104': ducfly |
| '105': ducatt1 |
| '106': brratt1 |
| '107': putfru1 |
| '108': scrpih1 |
| '109': blfcot1 |
| '110': batman1 |
| '111': royfly1 |
| '112': cinmou1 |
| '113': whwbec1 |
| '114': blcbec1 |
| '115': ducgre1 |
| '116': thlwre1 |
| '117': bubwre1 |
| '118': muswre2 |
| '119': blbthr1 |
| '120': whnrob1 |
| '121': hauthr1 |
| '122': puteup1 |
| '123': ruboro1 |
| '124': olioro1 |
| '125': sobcac1 |
| '126': yercac1 |
| '127': rcatan1 |
| '128': bubgro2 |
| '129': grasal3 |
| '130': butsal1 |
| '131': partan1 |
| - name: snr_dB |
| dtype: float32 |
| - name: orig_noise_file |
| dtype: string |
| - name: noise_norm_gain |
| dtype: float32 |
| - name: noise_gain |
| dtype: float32 |
| - name: relative_mix_level_dB |
| dtype: float32 |
| - name: mix_gain |
| dtype: float32 |
| - name: source_0_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_1_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_2_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_3_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_4_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_5_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_6_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_7_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_8_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_9_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_10_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: source_11_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: sources_audio |
| sequence: |
| - name: bytes |
| dtype: binary |
| - name: path |
| dtype: 'null' |
| - name: sampling_rate |
| dtype: int64 |
| - name: sources_time_freq_bounds |
| sequence: |
| sequence: |
| sequence: float32 |
| - name: sources_birdset_id |
| sequence: int64 |
| - name: sources_ebird_code |
| sequence: string |
| - name: sources_scientific_name |
| sequence: string |
| - name: sources_common_name |
| sequence: string |
| - name: sources_original_birdset_subset |
| sequence: string |
| - name: sources_original_file |
| sequence: string |
| - name: sources_segment_duration_s |
| sequence: float32 |
| - name: sources_norm_gain |
| sequence: float32 |
| - name: sources_relative_level_dB |
| sequence: float32 |
| - name: sources_gain |
| sequence: float32 |
| - name: sources_time_shift_s |
| sequence: float32 |
| splits: |
| - name: train |
| num_bytes: 3648813217.65 |
| num_examples: 17153 |
| - name: validation |
| num_bytes: 452651941.25 |
| num_examples: 2145 |
| - name: test |
| num_bytes: 455376982.3 |
| num_examples: 2146 |
| download_size: 4232953706 |
| dataset_size: 4556842141.2 |
| - config_name: PER_segments |
| features: |
| - name: audio |
| struct: |
| - name: bytes |
| dtype: binary |
| - name: path |
| dtype: 'null' |
| - name: sampling_rate |
| dtype: int64 |
| - name: time_freq_bounds |
| sequence: |
| sequence: float32 |
| - name: birdset_id |
| dtype: int64 |
| - name: ebird_code |
| dtype: string |
| - name: scientific_name |
| dtype: string |
| - name: common_name |
| dtype: string |
| - name: original_birdset_subset |
| dtype: string |
| - name: original_file |
| dtype: string |
| - name: segment_duration_s |
| dtype: float32 |
| splits: |
| - name: train |
| num_bytes: 242447325 |
| num_examples: 21752 |
| - name: validation |
| num_bytes: 29894938 |
| num_examples: 2719 |
| - name: test |
| num_bytes: 30316515 |
| num_examples: 2720 |
| download_size: 244215966 |
| dataset_size: 302658778 |
| - config_name: PER_soundscape_test |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 32000 |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': gretin1 |
| '1': cintin1 |
| '2': littin1 |
| '3': undtin1 |
| '4': bartin2 |
| '5': horscr1 |
| '6': specha3 |
| '7': spigua1 |
| '8': stwqua1 |
| '9': compot1 |
| '10': strcuc1 |
| '11': squcuc1 |
| '12': scapig2 |
| '13': pavpig2 |
| '14': plupig2 |
| '15': rudpig |
| '16': blgdov1 |
| '17': ruqdov |
| '18': grfdov1 |
| '19': gycwor1 |
| '20': greibi1 |
| '21': amapyo1 |
| '22': fepowl |
| '23': tabsco1 |
| '24': blttro1 |
| '25': gnbtro1 |
| '26': viotro3 |
| '27': blctro1 |
| '28': coltro1 |
| '29': garkin1 |
| '30': rinkin1 |
| '31': bucmot4 |
| '32': blfjac1 |
| '33': wespuf1 |
| '34': blfnun1 |
| '35': gilbar1 |
| '36': letbar1 |
| '37': whttou1 |
| '38': yetwoo2 |
| '39': litwoo2 |
| '40': whtwoo2 |
| '41': gogwoo1 |
| '42': scbwoo5 |
| '43': rinwoo1 |
| '44': renwoo1 |
| '45': blacar1 |
| '46': baffal1 |
| '47': coffal1 |
| '48': buffal1 |
| '49': cowpar1 |
| '50': blhpar1 |
| '51': meapar |
| '52': duhpar |
| '53': rebmac2 |
| '54': oliwoo1 |
| '55': plbwoo1 |
| '56': citwoo1 |
| '57': lobwoo1 |
| '58': amabaw1 |
| '59': strwoo2 |
| '60': elewoo1 |
| '61': butwoo1 |
| '62': stbwoo2 |
| '63': strxen1 |
| '64': crfgle1 |
| '65': chwfog1 |
| '66': btfgle1 |
| '67': spwant2 |
| '68': bltant2 |
| '69': pygant1 |
| '70': whfant2 |
| '71': lowant1 |
| '72': gryant1 |
| '73': pltant1 |
| '74': dutant2 |
| '75': barant1 |
| '76': plwant1 |
| '77': fasant1 |
| '78': greant1 |
| '79': bsbeye1 |
| '80': gryant2 |
| '81': pluant1 |
| '82': goeant1 |
| '83': rucant2 |
| '84': blfant1 |
| '85': rufant3 |
| '86': astgna1 |
| '87': wibpip1 |
| '88': yectyr1 |
| '89': forela1 |
| '90': whltyr1 |
| '91': rinant2 |
| '92': whbtot1 |
| '93': ruftof1 |
| '94': yemfly1 |
| '95': gycfly1 |
| '96': gocspa1 |
| '97': whcspa1 |
| '98': eulfly1 |
| '99': pirfly1 |
| '100': grcfly1 |
| '101': bobfly1 |
| '102': gramou1 |
| '103': whrsir1 |
| '104': ducfly |
| '105': ducatt1 |
| '106': brratt1 |
| '107': putfru1 |
| '108': scrpih1 |
| '109': blfcot1 |
| '110': batman1 |
| '111': royfly1 |
| '112': cinmou1 |
| '113': whwbec1 |
| '114': blcbec1 |
| '115': ducgre1 |
| '116': thlwre1 |
| '117': bubwre1 |
| '118': muswre2 |
| '119': blbthr1 |
| '120': whnrob1 |
| '121': hauthr1 |
| '122': puteup1 |
| '123': ruboro1 |
| '124': olioro1 |
| '125': sobcac1 |
| '126': yercac1 |
| '127': rcatan1 |
| '128': bubgro2 |
| '129': grasal3 |
| '130': butsal1 |
| '131': partan1 |
| splits: |
| - name: test_5s |
| num_bytes: 4646490876.57 |
| num_examples: 14411 |
| download_size: 4613625335 |
| dataset_size: 4646490876.57 |
| - config_name: POW_noise |
| features: |
| - name: filepath |
| dtype: string |
| - name: segment_start |
| dtype: float32 |
| - name: segment_end |
| dtype: float32 |
| - name: audio |
| dtype: audio |
| - name: start_time |
| sequence: float32 |
| - name: end_time |
| sequence: float32 |
| - name: low_freq |
| sequence: int64 |
| - name: high_freq |
| sequence: int64 |
| - name: min_polyphony |
| dtype: int64 |
| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
| sequence: int64 |
| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': cangoo |
| '1': wiltur |
| '2': yebcuc |
| '3': amgplo |
| '4': reshaw |
| '5': rebwoo |
| '6': dowwoo |
| '7': haiwoo |
| '8': norfli |
| '9': pilwoo |
| '10': eawpew |
| '11': reevir1 |
| '12': buhvir |
| '13': blujay |
| '14': amecro |
| '15': comrav |
| '16': cedwax |
| '17': tuftit |
| '18': bkcchi |
| '19': ruckin |
| '20': carwre |
| '21': buggna |
| '22': whbnut |
| '23': brncre |
| '24': woothr |
| '25': amerob |
| '26': eastow |
| '27': balori |
| '28': rewbla |
| '29': bnhcow |
| '30': ovenbi1 |
| '31': louwat |
| '32': buwwar |
| '33': bawwar |
| '34': naswar |
| '35': kenwar |
| '36': comyel |
| '37': hoowar |
| '38': amered |
| '39': babwar |
| '40': chswar |
| '41': btnwar |
| '42': scatan |
| '43': robgro |
| '44': norcar |
| '45': swathr |
| '46': herthr |
| '47': veery |
| splits: |
| - name: train |
| num_bytes: 17975328 |
| num_examples: 56 |
| - name: test_5s |
| num_bytes: 17975328 |
| num_examples: 56 |
| download_size: 35842684 |
| dataset_size: 35950656 |
| - config_name: POW_polyphonic |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: no_noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: noise_audio |
| dtype: |
| audio: |
| sampling_rate: 22050 |
| decode: false |
| - name: segment_duration_s |
| dtype: float32 |
| - name: polyphony |
| dtype: int32 |
| - name: species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
| sequence: |
| class_label: |
| names: |
| '0': cangoo |
| '1': wiltur |
| '2': yebcuc |
| '3': amgplo |
| '4': reshaw |
| '5': rebwoo |
| '6': dowwoo |
| '7': haiwoo |
| '8': norfli |
| '9': pilwoo |
| '10': eawpew |
| '11': reevir1 |
| '12': buhvir |
| '13': blujay |
| '14': amecro |
| '15': comrav |
| '16': cedwax |
| '17': tuftit |
| '18': bkcchi |
| '19': ruckin |
| '20': carwre |
| '21': buggna |
| '22': whbnut |
| '23': brncre |
| '24': woothr |
| '25': amerob |
| '26': eastow |
| '27': balori |
| '28': rewbla |
| '29': bnhcow |
| '30': ovenbi1 |
| '31': louwat |
| '32': buwwar |
| '33': bawwar |
| '34': naswar |
| '35': kenwar |
| '36': comyel |
| '37': hoowar |
| '38': amered |
| '39': babwar |
| '40': chswar |
| '41': btnwar |
| '42': scatan |
| '43': robgro |
| '44': norcar |
| '45': swathr |
| '46': herthr |
| '47': veery |
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| - name: validation |
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| '47': veery |
| splits: |
| - name: test_5s |
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| num_examples: 4504 |
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| - config_name: SNE_noise |
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| - name: max_polyphony |
| dtype: int64 |
| - name: min_species_polyphony |
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| - name: max_species_polyphony |
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| - name: ebird_code_multilabel |
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| '50': westan |
| '51': bkhgro |
| '52': lazbun |
| '53': swathr |
| '54': herthr |
| '55': evegro |
| splits: |
| - name: train |
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| num_examples: 3509 |
| - name: test_5s |
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| num_examples: 3509 |
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| - config_name: SNE_polyphonic |
| features: |
| - name: id |
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| decode: false |
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| - config_name: SNE_segments |
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| - config_name: SNE_soundscape_test |
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| '0': cangoo |
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| '50': westan |
| '51': bkhgro |
| '52': lazbun |
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| '54': herthr |
| '55': evegro |
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| - name: test_5s |
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| - name: max_species_polyphony |
| sequence: int64 |
| - name: ebird_code_multilabel |
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| '0': cangoo |
| '1': snogoo |
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| '64': ovenbi1 |
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| '74': yerwar |
| '75': btnwar |
| '76': scatan |
| '77': robgro |
| '78': norcar |
| '79': herthr |
| '80': veery |
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| - name: train |
| num_bytes: 22619176698.37 |
| num_examples: 70351 |
| - name: test_5s |
| num_bytes: 22619176698.37 |
| num_examples: 70351 |
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| - config_name: SSW_polyphonic |
| features: |
| - name: id |
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| '0': cangoo |
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| '43': grycat |
| '44': eursta |
| '45': easblu |
| '46': woothr |
| '47': amerob |
| '48': purfin |
| '49': houfin |
| '50': redcro |
| '51': amegfi |
| '52': pinsis |
| '53': daejun |
| '54': whtspa |
| '55': sonspa |
| '56': swaspa |
| '57': eastow |
| '58': boboli |
| '59': balori |
| '60': rewbla |
| '61': bnhcow |
| '62': rusbla |
| '63': comgra |
| '64': ovenbi1 |
| '65': norwat |
| '66': buwwar |
| '67': naswar |
| '68': comyel |
| '69': hoowar |
| '70': amered |
| '71': bkbwar |
| '72': yelwar |
| '73': chswar |
| '74': yerwar |
| '75': btnwar |
| '76': scatan |
| '77': robgro |
| '78': norcar |
| '79': herthr |
| '80': veery |
| - name: snr_dB |
| dtype: float32 |
| - name: orig_noise_file |
| dtype: string |
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| splits: |
| - name: test_5s |
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| - config_name: UHH_noise |
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| '21': hawama |
| '22': houfin |
| '23': yefcan |
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| '25': reblei |
| '26': melthr |
| splits: |
| - name: train |
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| num_examples: 4928 |
| - name: test_5s |
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| num_examples: 4928 |
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| - config_name: UHH_polyphonic |
| features: |
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| decode: false |
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| '26': melthr |
| - name: snr_dB |
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| - name: noise_gain |
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| - split: test_5s |
| path: HSN/HSN_noise/test_5s-* |
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| data_files: |
| - split: train |
| path: HSN/HSN_polyphonic/train-* |
| - split: validation |
| path: HSN/HSN_polyphonic/validation-* |
| - split: test |
| path: HSN/HSN_polyphonic/test-* |
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| data_files: |
| - split: train |
| path: HSN/HSN_segments/train-* |
| - split: validation |
| path: HSN/HSN_segments/validation-* |
| - split: test |
| path: HSN/HSN_segments/test-* |
| - config_name: HSN_soundscape_test |
| data_files: |
| - split: test_5s |
| path: HSN/HSN_soundscape_test/test_5s-* |
| - config_name: NES_noise |
| data_files: |
| - split: train |
| path: NES/NES_noise/train-* |
| - split: test_5s |
| path: NES/NES_noise/test_5s-* |
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| data_files: |
| - split: train |
| path: NES/NES_polyphonic/train-* |
| - split: validation |
| path: NES/NES_polyphonic/validation-* |
| - split: test |
| path: NES/NES_polyphonic/test-* |
| - config_name: NES_segments |
| data_files: |
| - split: train |
| path: NES/NES_segments/train-* |
| - split: validation |
| path: NES/NES_segments/validation-* |
| - split: test |
| path: NES/NES_segments/test-* |
| - config_name: NES_soundscape_test |
| data_files: |
| - split: test_5s |
| path: NES/NES_soundscape_test/test_5s-* |
| - config_name: PER_noise |
| data_files: |
| - split: test_5s |
| path: PER/PER_noise/test_5s-* |
| - config_name: PER_polyphonic |
| data_files: |
| - split: train |
| path: PER/PER_polyphonic/train-* |
| - split: validation |
| path: PER/PER_polyphonic/validation-* |
| - split: test |
| path: PER/PER_polyphonic/test-* |
| - config_name: PER_segments |
| data_files: |
| - split: train |
| path: PER/PER_segments/train-* |
| - split: validation |
| path: PER/PER_segments/validation-* |
| - split: test |
| path: PER/PER_segments/test-* |
| - config_name: PER_soundscape_test |
| data_files: |
| - split: test_5s |
| path: PER/PER_soundscape_test/test_5s-* |
| - config_name: POW_noise |
| data_files: |
| - split: train |
| path: POW/POW_noise/train-* |
| - split: test_5s |
| path: POW/POW_noise/test_5s-* |
| - config_name: POW_polyphonic |
| data_files: |
| - split: train |
| path: POW/POW_polyphonic/train-* |
| - split: validation |
| path: POW/POW_polyphonic/validation-* |
| - split: test |
| path: POW/POW_polyphonic/test-* |
| - config_name: POW_segments |
| data_files: |
| - split: train |
| path: POW/POW_segments/train-* |
| - split: validation |
| path: POW/POW_segments/validation-* |
| - split: test |
| path: POW/POW_segments/test-* |
| - config_name: POW_soundscape_test |
| data_files: |
| - split: test_5s |
| path: POW/POW_soundscape_test/test_5s-* |
| - config_name: SNE_noise |
| data_files: |
| - split: train |
| path: SNE/SNE_noise/train-* |
| - split: test_5s |
| path: SNE/SNE_noise/test_5s-* |
| - config_name: SNE_polyphonic |
| data_files: |
| - split: train |
| path: SNE/SNE_polyphonic/train-* |
| - split: validation |
| path: SNE/SNE_polyphonic/validation-* |
| - split: test |
| path: SNE/SNE_polyphonic/test-* |
| - config_name: SNE_segments |
| data_files: |
| - split: train |
| path: SNE/SNE_segments/train-* |
| - split: validation |
| path: SNE/SNE_segments/validation-* |
| - split: test |
| path: SNE/SNE_segments/test-* |
| - config_name: SNE_soundscape_test |
| data_files: |
| - split: test_5s |
| path: SNE/SNE_soundscape_test/test_5s-* |
| - config_name: SSW_noise |
| data_files: |
| - split: train |
| path: SSW/SSW_noise/train-* |
| - split: test_5s |
| path: SSW/SSW_noise/test_5s-* |
| - config_name: SSW_polyphonic |
| data_files: |
| - split: train |
| path: SSW/SSW_polyphonic/train-* |
| - split: validation |
| path: SSW/SSW_polyphonic/validation-* |
| - split: test |
| path: SSW/SSW_polyphonic/test-* |
| - config_name: SSW_segments |
| data_files: |
| - split: train |
| path: SSW/SSW_segments/train-* |
| - split: validation |
| path: SSW/SSW_segments/validation-* |
| - split: test |
| path: SSW/SSW_segments/test-* |
| - config_name: SSW_soundscape_test |
| data_files: |
| - split: test_5s |
| path: SSW/SSW_soundscape_test/test_5s-* |
| - config_name: UHH_noise |
| data_files: |
| - split: train |
| path: UHH/UHH_noise/train-* |
| - split: test_5s |
| path: UHH/UHH_noise/test_5s-* |
| - config_name: UHH_polyphonic |
| data_files: |
| - split: train |
| path: UHH/UHH_polyphonic/train-* |
| - split: validation |
| path: UHH/UHH_polyphonic/validation-* |
| - split: test |
| path: UHH/UHH_polyphonic/test-* |
| - config_name: UHH_segments |
| data_files: |
| - split: train |
| path: UHH/UHH_segments/train-* |
| - split: validation |
| path: UHH/UHH_segments/validation-* |
| - split: test |
| path: UHH/UHH_segments/test-* |
| - config_name: UHH_soundscape_test |
| data_files: |
| - split: test_5s |
| path: UHH/UHH_soundscape_test/test_5s-* |
| - config_name: XCM_polyphonic |
| data_files: |
| - split: train |
| path: XCM/XCM_polyphonic/train-* |
| - split: validation |
| path: XCM/XCM_polyphonic/validation-* |
| - split: test |
| path: XCM/XCM_polyphonic/test-* |
| - config_name: XCM_segments |
| data_files: |
| - split: train |
| path: XCM/XCM_segments/train-* |
| - split: validation |
| path: XCM/XCM_segments/validation-* |
| - split: test |
| path: XCM/XCM_segments/test-* |
| license: cc-by-nc-4.0 |
| --- |
| # PolyBirdMix |
|
|
| <!-- ## Dataset Description |
|
|
| - **Repository:** https://github.com/mcht67/Polyphonic-Bird-Call-Dataset |
| <!-- - **Paper:** *(coming soon)* --> |
| - **Point of Contact:** *m.cohrt@campus.tu-berlin.de* |
|
|
| ### Dataset Summary |
|
|
| PolyBirdMix is a corpus of synthetic soundscape mixtures generated from individual bird call recordings sourced from [BirdSet](https://huggingface.co/datasets/DBD-research-group/BirdSet). Individual recordings are randomly mixed to produce a large collection of polyphonic soundscapes covering varying degrees of polyphony and signal-to-noise ratios. This enables controlled model training and systematic evaluation for tasks such as polyphony estimation, source separation, denoising, and multi-label classification. |
|
|
| The dataset is organized by geographic subset, mirroring the subset structure of BirdSet (e.g. HSN, PER, ...). Additional subsets will be added over time. |
|
|
| <!-- ### Supported Tasks and Metrics |
|
|
| | Task | Description | Metrics | |
| |---|---|---| |
| | **Polyphony Estimation** | Predict the number of simultaneously vocalizing birds | MAE, RMSE | |
| | **Multi-label Classification** | Identify which species are present in a mixture | cmAP, ROC-AUC | |
| | **Source Separation** | Separate individual bird calls from a mixture | SDR, SI-SNR | |
| | **Denoising** | Remove noise from bird call recordings | SDR, PESQ | --> |
|
|
| ### Dataset Structure |
|
|
| ### Data Instances |
|
|
| Each instance in the dataset represents a synthetic audio mixture along with associated metadata describing its composition. Additionally it contains the same mixture without background noise and the source files of the mix. |
|
|
|
|
| ### Data Fields |
|
|
| **mixtures:** |
| - `audio`: Audio mixture file |
| - `no_noise_audio`: Audio mixture file without noise |
| - `source_{index}_audio`: Audio segments used as sources for mixture |
| - `noise_audio`: Noise audio segment |
| - `polyphony_degree`: Number of simultaneously vocalizing birds |
| - `birdset_id_multilabel`: List of species present in the mixture |
| - `snr_dB`: Signal-to-noise ratio of the mixture in dB |
| - `raw_files_*`: Metadata of raw files |
|
|
| **noise:** |
| - `audio`: Background noise recording |
|
|
| ### Subsets |
|
|
| | Subset | Region | Status | |
| |---|---|---| |
| | PER | *(Amazon Basin)* | Available | |
| | NES | *(Colombia, Costa Rica)* | Available | |
| | UHH | *(Hawaiian Islands)* | Available | |
| | HSN | *(High Sierras)* | Available | |
| | POW | *(Powdermill Nature)* | Available | |
| | SSW | *(Sapsucker Woods)* | Available | |
| | SNE | *(Sierra Nevada)* | Available | |
| | *(XCM)* | *( Xenocanto Subset M)* | Available | |
|
|
| Subset identifiers follow the BirdSet naming convention. Refer to the [BirdSet dataset card](https://huggingface.co/datasets/DBD-research-group/BirdSet) for detailed descriptions of each geographic region. |
|
|
| --- |
|
|
| ### Dataset configs |
|
|
| Each subset (e.g. `HSN`) contains the following configs: |
|
|
| | Config | Description | |
| |---|---| |
| | `{subset}_polyphonic` | Synthetic mixtures of single species segments| |
| | `{subset}_segments` | Single species segments used during mixing | |
| | `{subset}_noise` | Background noise recordings used during mixing | |
| | `{subset}_soundscape_test` | Soundscape recordings for testing | |
| --- |
| <!-- | `{subset}_balanced` | Synthetic mixtures from species balanced data (optional) | --> |
|
|
|
|
|
|
| ## Dataset Creation |
|
|
| ### Source Data |
|
|
| Individual bird call recordings are sourced from [BirdSet](https://huggingface.co/datasets/DBD-research-group/BirdSet), which itself aggregates recordings from [Xeno-canto](https://xeno-canto.org/) and other sources. Please refer to the BirdSet dataset card for detailed licensing and provenance of source recordings. |
|
|
| <!-- ## Generation Pipeline |
|
|
| Mixtures are generated using the pipeline available at: |
| **https://github.com/mcht67/Polyphonic-Bird-Call-Dataset** |
|
|
| The pipeline randomly selects and mixes individual recordings with controlled polyphony levels and SNR values. Each dataset version is fully reproducible by checking out the exact pipeline commit recorded in the subset metadata. |
|
|
| ### Reproducing a Specific Dataset Version |
|
|
| Every subset contains a `metadata.json` file that records the exact pipeline state used to generate it: |
|
|
| ```json |
| { |
| "git_commit": "a3f2c1d...", |
| "pipeline_repo": "https://github.com/mcht67/Polyphonic-Bird-Call-Dataset", |
| "parameters": { |
| "random": { "random_seed": 42 }, |
| "dataset": { "subset": "HSN" }, |
| "source_separation": { "sampling_rate": 22050, "max_duration_s": 30 }, |
| ... |
| } |
| } |
| ``` |
|
|
| To recreate a specific version follow the setup instructions on the [GitHub repository](https://github.com/mcht67/Polyphonic-Bird-Call-Dataset). |
|
|
| Checkout the exact commit from metadata.json |
| ```bash |
| git checkout <git_commit> |
| ``` |
|
|
| And run the pipeline as described on the [GitHub repository](https://github.com/mcht67/Polyphonic-Bird-Call-Dataset). --> |
|
|
| ## Curation Rationale |
|
|
| Synthetic mixtures are used to enable precise control over polyphony level and SNR, which is not possible with naturally recorded soundscapes. This allows systematic evaluation of model performance across a range of acoustic conditions. |
|
|
| --- |
|
|
| <!-- ## Considerations for Using the Data |
|
|
| ### Social Impact |
|
|
| Automated bird call recognition and polyphony estimation can support passive acoustic monitoring at scale, contributing to biodiversity research and conservation efforts. --> |
|
|
| ### Known Limitations |
|
|
| - Mixtures are **synthetic** — real-world soundscapes may exhibit different acoustic properties and overlap patterns not captured here. |
| - Source recordings are subject to the biases and coverage gaps present in BirdSet and Xeno-canto (e.g. geographic and species imbalances). |
|
|
| ## Credits |
| This project builds on the following open-source work: |
|
|
| - [BirdSet](https://github.com/DBD-research-group/BirdSet) — Bird call audio data |
| - [Perch](https://github.com/google-research/perch) — BirdMixIT source separation model |
| - [BirdnetLib](https://github.com/joeweiss/birdnetlib) - Python api for BirdNET-Analyzer |
| - [BirdNET Analyzer](https://github.com/birdnet-team/BirdNET-Analyzer-Sierra) - Bird call analyzer |
| - [TU Studio HPC Cluster ML Workflow](https://github.com/tu-studio/hpc-cluster-ml-workflow/tree/main) — SLURM pipeline architecture |
|
|
| ## Citations |
| **BirdSet**: Rauch et al., 2024. *BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics*. arXiv:2403.10380. |
| <details> |
| <summary>BibTeX</summary> |
| bibtex@misc{rauch2024birdset, |
| title={BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics}, |
| author={Lukas Rauch et al.}, |
| year={2024}, |
| eprint={2403.10380}, |
| archivePrefix={arXiv}, |
| url={https://arxiv.org/abs/2403.10380}, |
| } |
| </details> |
| |
|
|
| **eBird Taxonomy**: Clements et al., 2024. *The eBird/Clements Checklist of Birds of the World: v2024*. Cornell Lab of Ornithology. |
| <details> |
| <summary>BibTeX</summary> |
| bibtex@misc{clements2024ebird, |
| title={The eBird/Clements Checklist of Birds of the World: v2024}, |
| author={Clements, J. F. and Rasmussen, P. C. and Schulenberg, T. S. and Iliff, M. J. and Fredericks, T. A. and Gerbracht, J. A. and Lepage, D. and Spencer, A. and Billerman, S. M. and Sullivan, B. L. and Smith, M. and Wood, C. L.}, |
| year={2024}, |
| howpublished={\url{https://www.birds.cornell.edu/clementschecklist/download/}} |
| } |
| </details> |
| |
|
|
| **Bird-MixIT**: Denton et al., 2021. *Improving Bird Classification with Unsupervised Sound Separation*. arXiv:2110.03209. |
| <details> |
| <summary>BibTeX</summary> |
| bibtex@misc{denton2021improvingbirdclassificationunsupervised, |
| title={Improving Bird Classification with Unsupervised Sound Separation}, |
| author={Tom Denton and Scott Wisdom and John R. Hershey}, |
| year={2021}, |
| eprint={2110.03209}, |
| archivePrefix={arXiv}, |
| primaryClass={eess.AS}, |
| url={https://arxiv.org/abs/2110.03209}, |
| } |
| </details> |
| |
|
|
|
|
| **MixIT**: Wisdom et al., 2020. *Unsupervised Sound Separation Using Mixture Invariant Training*. arXiv:2006.12701. |
| <details> |
| <summary>BibTeX</summary> |
| bibtex@misc{wisdom2020unsupervisedsoundseparationusing, |
| title={Unsupervised Sound Separation Using Mixture Invariant Training}, |
| author={Scott Wisdom and Efthymios Tzinis and Hakan Erdogan and Ron J. Weiss and Kevin Wilson and John R. Hershey}, |
| year={2020}, |
| eprint={2006.12701}, |
| archivePrefix={arXiv}, |
| primaryClass={eess.AS}, |
| url={https://arxiv.org/abs/2006.12701}, |
| } |
| </details> |
| |
|
|
| **BirdNET**: Kahl et al., 2021. *BirdNET: A deep learning solution for avian diversity monitoring*. Ecological Informatics, 61. |
| <details> |
| <summary>BibTeX</summary> |
| bibtex@article{kahl2021birdnet, |
| title={BirdNET: A deep learning solution for avian diversity monitoring}, |
| author={Kahl, Stefan and Wood, Connor M and Eibl, Maximilian and Klinck, Holger}, |
| journal={Ecological Informatics}, |
| volume={61}, |
| pages={101236}, |
| year={2021}, |
| publisher={Elsevier} |
| } |
| </details> |
| |
| --- |
|
|
| ## License |
|
|
| This dataset is released under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/). Source recordings inherit the licensing terms of BirdSet — please consult the [BirdSet dataset card](https://huggingface.co/datasets/DBD-research-group/BirdSet) for details. |
|
|
| --- |
|
|
| <!-- ## Citation |
|
|
| *(BibTeX will be added upon publication)* |
|
|
| ```bibtex |
| @dataset{polyphonic_bird_call_dataset, |
| author = {Your Name}, |
| title = {Polyphonic Bird Call Dataset}, |
| year = {2026}, |
| url = {https://huggingface.co/datasets/your-org/Polyphonic-Bird-Call-Dataset}, |
| } |
| ``` --> |
