---
---
task_categories:
- automatic-speech-recognition
license: mit
language:
- ar
size_categories:
- 100h<n<1kh
tags:
- quran
- tajweed
- arabic
- speech
- pronunciation-error-detection
- speech-segmentation
configs:
- config_name: moshaf_metadata
  data_files:
  - path: moshaf_pool.parquet
    split: train
  features:
  - dtype: string
    name: comments
  - dtype: float32
    name: total_size_mb
  - dtype: string
    name: path
  - dtype: int32
    name: madd_monfasel_len
  - dtype: string
    name: irkab_maana
  - dtype: string
    name: yaa_ataan
  - dtype: int32
    name: madd_yaa_alayn_alharfy
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: name
  - dtype: string
    name: rewaya
  - dtype: string
    name: sakt_marqdena
  - dtype: string
    name: almusaytirun
  - dtype: string
    name: sakt_iwaja
  - dtype: bool
    name: is_downloaded
  - dtype: int32
    name: madd_aared_len
  - dtype: string
    name: takbeer
  - dtype: string
    name: raa_yasr
  - dtype: int32
    name: madd_mottasel_waqf
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: yabsut
  - dtype: string
    name: between_anfal_and_tawba
  - dtype: string
    name: tasheel_or_madd
  - dtype: string
    name: bastah
  - dtype: string
    name: bimusaytir
  - dtype: string
    name: start_with_ism
  - dtype: string
    name: publisher
  - dtype: string
    name: sakt_bal_ran
  - dtype: string
    name: sakt_man_raq
  - dtype: int32
    name: madd_alleen_len
  - dtype: string
    name: segmented_by
  - dtype: string
    name: idgham_nakhluqkum
  - dtype: string
    name: noon_tamnna
  - dtype: string
    name: recitation_speed
  - name: sources
    sequence: string
  - list:
    - dtype: string
      name: sura_or_aya_index
    - dtype: string
      name: url
    name: specific_sources
  - dtype: string
    name: yalhath_dhalik
  - dtype: string
    name: harakat_daaf
  - dtype: string
    name: raa_misr
  - dtype: string
    name: raa_nudhur
  - dtype: bool
    name: is_complete
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: alif_salasila
  - dtype: string
    name: raa_firq
  - dtype: bool
    name: is_annotated
  - dtype: string
    name: noon_and_yaseen
  - name: missing_recitations
    sequence: string
  - dtype: string
    name: meem_aal_imran
  - dtype: string
    name: raa_alqitr
  - dtype: string
    name: sakt_maleeyah
  - dtype: float32
    name: alias_start_sec
  - dtype: string
    name: ghonna_lam_and_raa
  - dtype: int32
    name: madd_mottasel_len
  - dtype: string
    name: saken_before_hamz
  - dtype: int32
    name: num_recitations
  - dtype: string
    name: id
  - dtype: float32
    name: total_duraion_minutes
  - dtype: string
    name: meem_mokhfah
- config_name: reciters_metadata
  data_files:
  - path: reciter_pool.parquet
    split: train
  features:
  - dtype: string
    name: arabic_name
  - name: moshaf_set_ids
    sequence: string
  - dtype: string
    name: english_name
  - dtype: string
    name: country_code
  - dtype: int32
    name: id
- config_name: moshaf_0.0
  data_files:
  - path: dataset/0.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_0.1
  data_files:
  - path: dataset/0.1/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_0.2
  data_files:
  - path: dataset/0.2/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_0.3
  data_files:
  - path: dataset/0.3/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_1.0
  data_files:
  - path: dataset/1.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_2.0
  data_files:
  - path: dataset/2.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_2.1
  data_files:
  - path: dataset/2.1/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_3.0
  data_files:
  - path: dataset/3.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_4.0
  data_files:
  - path: dataset/4.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_5.0
  data_files:
  - path: dataset/5.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_6.0
  data_files:
  - path: dataset/6.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_7.0
  data_files:
  - path: dataset/7.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_8.0
  data_files:
  - path: dataset/8.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_9.0
  data_files:
  - path: dataset/9.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_11.0
  data_files:
  - path: dataset/11.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_12.0
  data_files:
  - path: dataset/12.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_13.0
  data_files:
  - path: dataset/13.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_19.0
  data_files:
  - path: dataset/19.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_22.0
  data_files:
  - path: dataset/22.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_24.0
  data_files:
  - path: dataset/24.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_25.0
  data_files:
  - path: dataset/25.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_26.0
  data_files:
  - path: dataset/26.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_26.1
  data_files:
  - path: dataset/26.1/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_27.0
  data_files:
  - path: dataset/27.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_28.0
  data_files:
  - path: dataset/28.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_29.0
  data_files:
  - path: dataset/29.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
- config_name: moshaf_30.0
  data_files:
  - path: dataset/30.0/train/*.parquet
    split: train
  features:
  - dtype:
      audio:
        sampling_rate: 16000
    name: audio
  - dtype: string
    name: segment_index
  - name: tarteel_transcript
    sequence: string
  - dtype: string
    name: moshaf_id
  - dtype: string
    name: moshaf_name
  - dtype: int32
    name: reciter_id
  - dtype: string
    name: reciter_arabic_name
  - dtype: string
    name: reciter_english_name
  - dtype: string
    name: sura_or_aya_index
  - dtype: string
    name: index_type
  - dtype: int32
    name: sample_rate
  - dtype: float32
    name: duration_seconds
  - name: timestamp_seconds
    sequence: float32
  - dtype: string
    name: imlaey
  - dtype: string
    name: uthmani
  - dtype: bool
    name: has_quran
  - dtype: bool
    name: has_istiaatha
  - dtype: bool
    name: has_bismillah
  - dtype: bool
    name: has_sadaka
  - name: start_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - name: end_span
    struct:
    - dtype: int32
      name: sura_idx
    - dtype: int32
      name: aya_idx
    - dtype: int32
      name: imlaey
    - dtype: int32
      name: uthmani
  - dtype: float32
    name: match_ratio
---

# Holy Quran Recitations Dataset for Pronunciation Error Detection and Correction

This dataset provides `850+ hours` of audio (approximately `300K annotated utterances`) specifically designed for Automatic Pronunciation Error Detection and Correction of Holy Quran learners. The dataset was introduced in the paper [Automatic Pronunciation Error Detection and Correction of the Holy Quran's Learners Using Deep Learning](https://huggingface.co/papers/2509.00094).

The data generation process includes:
1.  Collection of recitations from expert reciters.
2.  Segmentation at pause points (waqf) using a fine-tuned wav2vec2-BERT model.
3.  Transcription of segments.
4.  Transcript verification via a novel Tasmeea algorithm.

A custom Quran Phonetic Script (QPS) is used to encode Tajweed rules, differentiating it from standard IPA for Modern Standard Arabic. This QPS uses a two-level script: Phoneme level (encodes Arabic letters with short/long vowels) and Sifa level (encodes articulation characteristics of every phoneme).

-   **Paper:** [Automatic Pronunciation Error Detection and Correction of the Holy Quran's Learners Using Deep Learning](https://huggingface.co/papers/2509.00094)
-   **Project Page:** [https://obadx.github.io/prepare-quran-dataset/](https://obadx.github.io/prepare-quran-dataset/)
-   **Code (Recitations Segmenter):** [https://github.com/obadx/recitations-segmenter](https://github.com/obadx/recitations-segmenter)

## Sample Usage

You can use the `recitations-segmenter` library to process audio files and extract speech intervals.

First, ensure you have the necessary system-level dependencies (`ffmpeg`, `libsndfile`) installed. For Linux:
```bash
sudo apt-get update
sudo apt-get install -y ffmpeg libsndfile1 portaudio19-dev
```
For Windows & Mac using Anaconda:
```bash
conda create -n segment python=3.12
conda activate segment
conda install -c conda-forge ffmpeg libsndfile
```
Then install the Python package:
```bash
pip install recitations-segmenter
```

You can then segment recitations programmatically:

```python
from pathlib import Path

from recitations_segmenter import segment_recitations, read_audio, clean_speech_intervals
from transformers import AutoFeatureExtractor, AutoModelForAudioFrameClassification
import torch

if __name__ == '__main__':
    device = torch.device('cuda')
    dtype = torch.bfloat16

    processor = AutoFeatureExtractor.from_pretrained(
        "obadx/recitation-segmenter-v2")
    model = AutoModelForAudioFrameClassification.from_pretrained(
        "obadx/recitation-segmenter-v2",
    )

    model.to(device, dtype=dtype)

    # Change this to the file pathes of Holy Quran recitations
    # File pathes with the Holy Quran Recitations
    file_pathes = [
        './assets/dussary_002282.mp3',
        './assets/hussary_053001.mp3',
    ]
    waves = [read_audio(p) for p in file_pathes]

    # Extracting speech inervals in samples according to 16000 Sample rate
    sampled_outputs = segment_recitations(
        waves,
        model,
        processor,
        device=device,
        dtype=dtype,
        batch_size=8,
    )

    for out, path in zip(sampled_outputs, file_pathes):
        # Clean The speech intervals by:
        # * merging small silence durations
        # * remove small speech durations
        # * add padding to each speech duration
        # Raises:
        # * NoSpeechIntervals: if the wav is complete silence
        # * TooHighMinSpeechDruation: if `min_speech_duration` is too high which
        # resuls for deleting all speech intervals
        clean_out = clean_speech_intervals(
            out.speech_intervals,
            out.is_complete,
            min_silence_duration_ms=30,
            min_speech_duration_ms=30,
            pad_duration_ms=30,
            return_seconds=True,
        )

        print(f'Speech Intervals of: {Path(path).name}: ')
        print(clean_out.clean_speech_intervals)
        print(f'Is Recitation Complete: {clean_out.is_complete}')
        print('-' * 40)
```

## Citation

```bibtex
@article{yassine2024automatic,
  title={Automatic Pronunciation Error Detection and Correction of the Holy Quran's Learners Using Deep Learning},
  author={Yassine, Obada},
  journal={arXiv preprint arXiv:2509.00094},
  year={2024},
  url={https://huggingface.co/papers/2509.00094}
}
```