metadata
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.
The data generation process includes:
- Collection of recitations from expert reciters.
- Segmentation at pause points (waqf) using a fine-tuned wav2vec2-BERT model.
- Transcription of segments.
- 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
- Project Page: https://obadx.github.io/prepare-quran-dataset/
- Code (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:
sudo apt-get update
sudo apt-get install -y ffmpeg libsndfile1 portaudio19-dev
For Windows & Mac using Anaconda:
conda create -n segment python=3.12
conda activate segment
conda install -c conda-forge ffmpeg libsndfile
Then install the Python package:
pip install recitations-segmenter
You can then segment recitations programmatically:
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
@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}
}