adding app and reqs

app.py

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+import gradio as gr
+from pathlib import Path
+import nemo
+import nemo.collections.asr as nemo_asr
+import librosa
+import soundfile as sf
+
+
+base_path = str(Path(__file__).parent)
+
+# Converting the original wav to the same sr
+def convert_wav_to_16k(input_wav_path, output_file_path, sr=16000):
+  y, s = librosa.load(input_wav_path, sr=sr)
+  sf.write(output_file_path, y, s)
+  print(f'"{input_wav_path}" has been converted to {s}Hz')
+  return output_file_path
+
+def loading_nemo_and_prediction(processed_wav):
+  arabic_asr = nemo_asr.models.EncDecCTCModelBPE.restore_from(restore_path="conformer_ctc_small_60e_adamw_30wtr_32wv_40wte.nemo") # loading the model from a path
+  prediction = arabic_asr.transcribe(paths2audio_files=[processed_wav])
+  return prediction
+
+def predict(uploaded_wav):
+  out_path = base_path + "/converted.wav"
+  audio_conversion = convert_wav_to_16k(uploaded_wav, out_path)
+  prediction_text = loading_nemo_and_prediction(audio_conversion)
+  return prediction_text[0]
+   
+
+
+demo = gr.Interface(fn=predict,inputs=gr.Audio(value='str',label="Audio file", max_length=10, show_download_button=False, interactive=True, type="filepath"), outputs=gr.Text())
+demo.launch(debug=True, share=True)

requirements.txt

@@ -0,0 +1,318 @@
+absl-py==2.1.0
+addict==2.4.0
+aiofiles==23.2.1
+aiohttp==3.9.5
+aiosignal==1.3.1
+alabaster==0.7.16
+altair==5.3.0
+aniso8601==9.0.1
+annotated-types==0.6.0
+antlr4-python3-runtime==4.9.3
+anyio==4.3.0
+appdirs==1.4.4
+asciitree==0.3.3
+asttokens==2.4.1
+async-timeout==4.0.3
+attrdict==2.0.1
+attrs==23.2.0
+audioread==3.0.1
+Babel==2.14.0
+backcall==0.2.0
+beautifulsoup4==4.12.3
+black==19.10b0
+bleach==6.1.0
+boto3==1.34.92
+botocore==1.34.92
+braceexpand==0.1.7
+Brotli @ file:///home/conda/feedstock_root/build_artifacts/brotli-split_1648883617327/work
+cdifflib==1.2.6
+certifi @ file:///home/conda/feedstock_root/build_artifacts/certifi_1707022139797/work/certifi
+cffi @ file:///croot/cffi_1700254295673/work
+charset-normalizer @ file:///home/conda/feedstock_root/build_artifacts/charset-normalizer_1698833585322/work
+click==8.0.2
+clip==0.2.0
+colorama @ file:///home/conda/feedstock_root/build_artifacts/colorama_1666700638685/work
+comm==0.2.2
+contourpy==1.2.1
+cycler==0.12.1
+Cython==3.0.10
+cytoolz==0.12.3
+datasets==2.19.0
+debugpy==1.8.1
+decorator==5.1.1
+defusedxml==0.7.1
+diffusers==0.27.2
+dill==0.3.8
+Distance==0.1.3
+docker-pycreds==0.4.0
+docopt==0.6.2
+docutils==0.21.2
+editdistance==0.8.1
+einops==0.7.0
+einops-exts==0.0.4
+exceptiongroup==1.2.1
+executing==2.0.1
+faiss-cpu==1.8.0
+fastapi==0.110.3
+fasteners==0.19
+fastjsonschema==2.19.1
+fasttext==0.9.2
+ffmpy==0.3.2
+filelock==3.13.4
+Flask==2.2.5
+Flask-RESTful==0.3.10
+fonttools==4.51.0
+frozenlist==1.4.1
+fsspec @ file:///home/conda/feedstock_root/build_artifacts/fsspec_1710808267764/work
+ftfy==6.2.0
+future==1.0.0
+g2p-en==2.1.0
+gdown==5.1.0
+gitdb==4.0.11
+GitPython==3.1.43
+google==3.0.0
+gradio==4.28.3
+gradio_client==0.16.0
+grpcio==1.62.2
+h11==0.14.0
+h5py==3.11.0
+httpcore==1.0.5
+httpx==0.27.0
+huggingface-hub==0.22.2
+hydra-core==1.3.2
+idna @ file:///home/conda/feedstock_root/build_artifacts/idna_1713279365350/work
+ijson==3.2.3
+imageio==2.34.1
+imagesize==1.4.1
+importlib_metadata==7.1.0
+importlib_resources==6.4.0
+inflect==7.2.1
+iniconfig==2.0.0
+intervaltree==3.1.0
+ipykernel==6.29.4
+ipython==8.12.3
+ipywidgets==8.1.2
+isort==5.13.2
+itsdangerous==2.2.0
+jedi==0.19.1
+jieba==0.42.1
+Jinja2 @ file:///home/conda/feedstock_root/build_artifacts/jinja2_1704966972576/work
+jiwer==2.5.2
+jmespath==1.0.1
+joblib==1.4.0
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+jupyterlab_pygments==0.3.0
+jupyterlab_widgets==3.0.10
+kaldi-python-io==1.2.2
+kaldiio==2.18.0
+kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=9aca61fb9df045ad86203e04b750e787403dfe4d7b86b3e99173a29f5d12d3c6
+kiwisolver==1.4.5
+kornia==0.7.2
+kornia_rs==0.1.3
+latexcodec==3.0.0
+lazy_loader==0.4
+Levenshtein==0.22.0
+lhotse==1.22.0
+librosa==0.10.1
+lightning @ file:///home/conda/feedstock_root/build_artifacts/lightning_1713989954271/work
+lightning-utilities @ file:///home/conda/feedstock_root/build_artifacts/lightning-utilities_1711597355069/work
+lilcom==1.7
+llvmlite==0.42.0
+loguru==0.7.2
+lxml==5.2.1
+Markdown==3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+MarkupSafe @ file:///croot/markupsafe_1704205993651/work
+marshmallow==3.21.1
+matplotlib==3.8.4
+matplotlib-inline==0.1.7
+mdurl==0.1.2
+megatron_core==0.5.0
+mistune==3.0.2
+mkl-fft @ file:///croot/mkl_fft_1695058164594/work
+mkl-random @ file:///croot/mkl_random_1695059800811/work
+mkl-service==2.4.0
+more-itertools==10.2.0
+mpmath @ file:///home/conda/feedstock_root/build_artifacts/mpmath_1678228039184/work
+msgpack==1.0.8
+multidict==6.0.5
+multiprocess==0.70.16
+nbclient==0.10.0
+nbconvert==7.16.4
+nbformat==5.10.4
+nemo_text_processing==0.3.0rc0
+nemo_toolkit==1.23.0
+nerfacc==0.5.3
+nest-asyncio==1.6.0
+networkx @ file:///home/conda/feedstock_root/build_artifacts/networkx_1712540363324/work
+nltk==3.8.1
+numba==0.59.1
+numcodecs==0.12.1
+numpy @ file:///croot/numpy_and_numpy_base_1708638617955/work/dist/numpy-1.26.4-cp310-cp310-linux_x86_64.whl#sha256=d8cd837ed43e87f77e6efaa08e8de927ca030a1c9c5d04624432d6fb9a74a5ee
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==8.9.2.26
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.4.127
+nvidia-nvtx-cu12==12.1.105
+omegaconf==2.3.0
+onnx==1.16.0
+open-clip-torch==2.24.0
+OpenCC==1.1.6
+orjson==3.10.1
+packaging==24.0
+pandas==2.2.2
+pandocfilters==1.5.1
+pangu==4.0.6.1
+parameterized==0.9.0
+parso==0.8.4
+pathspec==0.12.1
+pexpect==4.9.0
+pickleshare==0.7.5
+pillow==10.3.0
+pipreqs==0.5.0
+plac==1.4.3
+platformdirs==4.2.1
+pluggy==1.5.0
+pooch==1.8.1
+portalocker==2.8.2
+progress==1.6
+prompt-toolkit==3.0.43
+protobuf==4.25.3
+psutil==5.9.8
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyannote.core==5.0.0
+pyannote.database==5.1.0
+pyannote.metrics==3.2.1
+PyArabic==0.6.15
+pyarrow==16.0.0
+pyarrow-hotfix==0.6
+PyAudio==0.2.14
+pybind11==2.12.0
+pybtex==0.24.0
+pybtex-docutils==1.0.3
+pycparser @ file:///home/conda/feedstock_root/build_artifacts/pycparser_1711811537435/work
+pydantic==2.7.1
+pydantic_core==2.18.2
+pydub==0.25.1
+Pygments==2.17.2
+pyloudnorm==0.1.1
+PyMCubes==0.1.4
+pynini==2.1.5
+pyparsing==3.1.2
+pypinyin==0.51.0
+pypinyin-dict==0.8.0
+PySocks @ file:///home/conda/feedstock_root/build_artifacts/pysocks_1661604839144/work
+pytest==8.1.1
+pytest-runner==6.0.1
+python-dateutil==2.9.0.post0
+python-multipart==0.0.9
+pytorch-lightning==2.0.7
+pytz==2024.1
+PyYAML==6.0.1
+pyzmq==26.0.2
+rapidfuzz==2.13.7
+referencing==0.35.0
+regex==2024.4.16
+requests @ file:///home/conda/feedstock_root/build_artifacts/requests_1684774241324/work
+resampy==0.4.3
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.18.0
+ruamel.yaml==0.18.6
+ruamel.yaml.clib==0.2.8
+ruff==0.4.2
+s3transfer==0.10.1
+sacrebleu==2.4.2
+sacremoses==0.1.1
+safetensors==0.4.3
+scikit-learn==1.4.2
+scipy==1.13.0
+semantic-version==2.10.0
+sentence-transformers==2.7.0
+sentencepiece==0.2.0
+sentry-sdk==2.0.0
+setproctitle==1.3.3
+shellingham==1.5.4
+six==1.16.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sortedcontainers==2.4.0
+soundfile==0.12.1
+soupsieve==2.5
+sox==1.5.0
+soxr==0.3.7
+Sphinx==7.3.7
+sphinxcontrib-applehelp==1.0.8
+sphinxcontrib-bibtex==2.6.2
+sphinxcontrib-devhelp==1.0.6
+sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.7
+sphinxcontrib-serializinghtml==1.1.10
+stack-data==0.6.3
+starlette==0.37.2
+sympy @ file:///home/conda/feedstock_root/build_artifacts/sympy_1684180539862/work
+tabulate==0.9.0
+taming-transformers==0.0.1
+tensorboard==2.16.2
+tensorboard-data-server==0.7.2
+tensorstore==0.1.45
+termcolor==2.4.0
+text-unidecode==1.3
+textdistance==4.6.2
+texterrors==0.4.4
+threadpoolctl==3.4.0
+timm==0.9.16
+tinycss2==1.3.0
+tokenizers==0.19.1
+toml==0.10.2
+tomli==2.0.1
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.3.0
+torchdiffeq==0.2.3
+torchmetrics @ file:///home/conda/feedstock_root/build_artifacts/torchmetrics_1710773712978/work
+torchsde==0.2.6
+torchvision==0.18.0
+tornado==6.4
+tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm_1707598593068/work
+traitlets==5.14.3
+trampoline==0.1.2
+transformers==4.40.1
+trimesh==4.3.1
+triton==2.3.0
+typed-ast==1.5.5
+typeguard==4.2.1
+typer==0.12.3
+typing_extensions==4.11.0
+tzdata==2024.1
+urllib3 @ file:///home/conda/feedstock_root/build_artifacts/urllib3_1708239446578/work
+uvicorn==0.29.0
+wandb==0.16.6
+wcwidth==0.2.13
+webdataset==0.1.62
+webencodings==0.5.1
+websockets==11.0.3
+Werkzeug==3.0.2
+wget==3.2
+widgetsnbextension==4.0.10
+wrapt==1.16.0
+xxhash==3.4.1
+yarg==0.1.9
+yarl==1.9.4
+youtokentome==1.0.6
+zarr==2.17.2
+zipp==3.18.1