Duplicate from omarelsayeed/quran_recitation_wav2vec

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
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+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
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+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+title: Quran Recitation
+emoji: 🐠
+colorFrom: gray
+colorTo: pink
+sdk: gradio
+sdk_version: 3.12.0
+app_file: app.py
+pinned: false
+duplicated_from: omarelsayeed/quran_recitation_wav2vec
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import speech_recognition as sr
+from pydub import AudioSegment
+import soundfile
+import pyrebase
+from pydub import AudioSegment
+import soundfile
+import os
+import pyrebase
+import gradio as gr
+from transformers import AutoProcessor
+from transformers import  Wav2Vec2ForCTC
+import gradio as gr
+import torch
+import torchaudio
+
+processor = AutoProcessor.from_pretrained("omarelsayeed/wav2vec2_ar_anz2")
+model = Wav2Vec2ForCTC.from_pretrained("omarelsayeed/wav2vec2_ar_anz2")
+processor.save_pretrained("my_model")
+model.save_pretrained("my_model")
+
+def recite_wav(path_name):
+  # fix pcm_16 error
+    # data, samplerate = soundfile.read(path_name)
+    # soundfile.write('_.wav', data , samplerate , subtype='PCM_16')
+    audio , sr = torchaudio.load("xd.wav")
+    # resampler = torchaudio.transforms.Resample(sr , 16000)
+    # audio = resampler(audio)[None]
+    inputs = processor(audio, return_tensors="pt", padding="longest" , sampling_rate = 16_000)
+    with torch.no_grad():
+        logits = model(inputs.input_values.squeeze(0))[0]
+    transcription = processor.batch_decode(logits.numpy()).text
+    return transcription[0]
+  
+      
+def list_all_files():
+   for _file in storage.child("wavfiles").list_files():
+     print(_file.name)
+
+def download_wav_file(wav_name):
+   storage.child("wavfiles").child(wav_name).download("xd.wav")
+   
+def get_quran_text(wav_file_path):
+    download_wav_file(wav_file_path)
+    recitation = recite_wav("xd.wav")
+    os.remove("xd.wav")
+    return recitation   
+
+firebaseConfig = {
+  "apiKey": "AIzaSyDjgBD762KveE8GBO7jqTTkj_mKhUTDwGM",
+  "authDomain": "quran-c5cbe.firebaseapp.com",
+  "databaseURL":"quran-c5cbe.firebaseio.com/",
+  "projectId": "quran-c5cbe",
+  "storageBucket": "quran-c5cbe.appspot.com",
+  "serviceAccount":"quran-c5cbe-firebase-adminsdk-jvpbe-cebaf5aaa6.json"
+}
+
+firebase = pyrebase.initialize_app(firebaseConfig)
+
+storage = firebase.storage()
+
+iface = gr.Interface(fn=get_quran_text, inputs="text", outputs="text")
+
+iface.launch()

quran-c5cbe-firebase-adminsdk-jvpbe-cebaf5aaa6.json

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+{
+  "type": "service_account",
+  "project_id": "quran-c5cbe",
+  "private_key_id": "cebaf5aaa614c4f7de734c7b91c3de8f75609527",
+  "private_key": "-----BEGIN PRIVATE KEY-----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\n3j58DaalumS2KnCsLOqpLTk=\n-----END PRIVATE KEY-----\n",
+  "client_email": "firebase-adminsdk-jvpbe@quran-c5cbe.iam.gserviceaccount.com",
+  "client_id": "115841587401667015534",
+  "auth_uri": "https://accounts.google.com/o/oauth2/auth",
+  "token_uri": "https://oauth2.googleapis.com/token",
+  "auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs",
+  "client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/firebase-adminsdk-jvpbe%40quran-c5cbe.iam.gserviceaccount.com"
+}

requirements.txt

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+pyrebase
+gradio
+speechRecognition
+pydub
+soundfile
+torch
+torchaudio
+transformers
+pyctcdecode
+gradio
+kenlm