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---
---
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}
}
```