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README.md
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- noise-augmentation
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- custom
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size_categories:
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- n<
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license: cc-by-4.0
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: audio
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dtype:
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audio:
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sampling_rate: 16000
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- name: audio_length_s
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dtype: float64
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- name: text
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dtype: string
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- name: voices
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dtype: string
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- name: district
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dtype: string
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- name: noise_type
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dtype: string
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- name: target_snr_db
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dtype: float64
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- name: actual_snr_db
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dtype: float64
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- name: dataset_range
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dtype: string
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- name: sample_index
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dtype: int64
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splits:
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- name: train
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num_bytes: 401635977.56
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num_examples: 2288
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download_size: 401500515
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dataset_size: 401635977.56
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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---
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# Singaporean district with noise
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- **Language**: EN
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- **Task**: Automatic Speech Recognition
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- **Total Samples**:
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- **Audio Sample Rate**: 16kHz
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- **Base Dataset**: Custom dataset
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- **Processing**: Noise-augmented
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### Data Splits
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The dataset contains
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### Noise Augmentation Details
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- **Noise Types and Distribution**:
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- **SNR Statistics**:
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- Min SNR: 8.0 dB
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- Max SNR: 15.0 dB
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- Average SNR: 11.
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- SNR Standard Deviation: 2.
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## Usage
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- noise-augmentation
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- custom
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size_categories:
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- 1K<n<10K
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license: cc-by-4.0
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---
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# Singaporean district with noise
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- **Language**: EN
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- **Task**: Automatic Speech Recognition
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- **Total Samples**: 2,288
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- **Audio Sample Rate**: 16kHz
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- **Base Dataset**: Custom dataset
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- **Processing**: Noise-augmented
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### Data Splits
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The dataset contains 2,288 samples in the training split.
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### Noise Augmentation Details
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- **Noise Types and Distribution**:
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- bus: 490
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- station: 510
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- **SNR Statistics**:
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- Min SNR: 8.0 dB
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- Max SNR: 15.0 dB
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- Average SNR: 11.6 dB
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- SNR Standard Deviation: 2.0 dB
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## Usage
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