BinauralLibriSpeech / README.md
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metadata
annotations_creators:
  - expert-generated
language_creators:
  - crowdsourced
  - expert-generated
language:
  - en
license:
  - cc-by-4.0
multilinguality:
  - monolingual
size_categories:
  - 100K<n<1M
task_categories:
  - automatic-speech-recognition
  - audio-classification
task_ids:
  - speaker-identification
pretty_name: Binaural LibriSpeech
tags:
  - binaural
  - speech
  - audio
dataset_info:
  config_name: horizontal_plane_front_only
  features:
    - name: elevation
      dtype: int64
    - name: azimuth
      dtype: int64
    - name: microphone_left_x
      dtype: float64
    - name: microphone_left_y
      dtype: float64
    - name: microphone_left_z
      dtype: float64
    - name: microphone_right_x
      dtype: float64
    - name: microphone_right_y
      dtype: float64
    - name: microphone_right_z
      dtype: float64
    - name: transcript
      dtype: string
    - name: audio
      dtype:
        audio:
          mono: false
    - name: speaker_id
      dtype: string
    - name: chapter_id
      dtype: string
    - name: file
      dtype: string
    - name: duration
      dtype: float64
  splits:
    - name: train_clean_100
      num_bytes: 25181827466.67
      num_examples: 28539
    - name: dev_clean
      num_bytes: 740151393.058
      num_examples: 2703
    - name: dev_other
      num_bytes: 692893381.704
      num_examples: 2864
    - name: test_clean
      num_bytes: 756050064.48
      num_examples: 2620
    - name: test_other
      num_bytes: 729731439.188
      num_examples: 2939
  download_size: 28097784362
  dataset_size: 28100653745.099995
configs:
  - config_name: horizontal_plane_front_only
    data_files:
      - split: train_clean_100
        path: horizontal_plane_front_only/train_clean_100-*
      - split: dev_clean
        path: horizontal_plane_front_only/dev_clean-*
      - split: dev_other
        path: horizontal_plane_front_only/dev_other-*
      - split: test_clean
        path: horizontal_plane_front_only/test_clean-*
      - split: test_other
        path: horizontal_plane_front_only/test_other-*

Dataset Card for Dataset Name

This is a Binaural version of LibriSpeech, created using HRTFs from the ARI database and reverberation using simulated RIRs from the SLR28 Room Impulse Response and Noise Database. The dataset has annotations of the source direction as well as microphone array geometry.

Dataset Details

Dataset Description

  • Curated by: [More Information Needed]
  • Language(s) (NLP): English
  • License: [More Information Needed]

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Uses

Direct Use

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Dataset Structure

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Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Annotations [optional]

Annotation process

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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