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Create app.py
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app.py
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import gradio as gr
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import nemo.collections.asr as nemo_asr
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asr_model = nemo_asr.models.ASRModel.from_pretrained("nvidia/stt_en_conformer_ctc_large")
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def transcription(audio):
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return asr_model.transcribe([audio])
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examples = [
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['TestAudio1.wav']
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]
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css = """
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footer {display:none !important}
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.output-markdown{display:none !important}
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.gr-button-primary {
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z-index: 14;
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height: 43px;
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width: 130px;
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left: 0px;
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top: 0px;
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padding: 0px;
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cursor: pointer !important;
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background: none rgb(17, 20, 45) !important;
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border: none !important;
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text-align: center !important;
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font-family: Poppins !important;
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font-size: 14px !important;
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font-weight: 500 !important;
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color: rgb(255, 255, 255) !important;
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line-height: 1 !important;
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border-radius: 12px !important;
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transition: box-shadow 200ms ease 0s, background 200ms ease 0s !important;
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box-shadow: none !important;
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}
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.gr-button-primary:hover{
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z-index: 14;
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height: 43px;
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width: 130px;
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left: 0px;
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top: 0px;
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padding: 0px;
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cursor: pointer !important;
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background: none rgb(37, 56, 133) !important;
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border: none !important;
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text-align: center !important;
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font-family: Poppins !important;
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font-size: 14px !important;
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font-weight: 500 !important;
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color: rgb(255, 255, 255) !important;
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line-height: 1 !important;
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border-radius: 12px !important;
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transition: box-shadow 200ms ease 0s, background 200ms ease 0s !important;
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box-shadow: rgb(0 0 0 / 23%) 0px 1px 7px 0px !important;
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}
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.hover\:bg-orange-50:hover {
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--tw-bg-opacity: 1 !important;
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background-color: rgb(229,225,255) !important;
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}
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.to-orange-200 {
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--tw-gradient-to: rgb(37 56 133 / 37%) !important;
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}
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.from-orange-400 {
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--tw-gradient-from: rgb(17, 20, 45) !important;
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--tw-gradient-to: rgb(255 150 51 / 0);
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--tw-gradient-stops: var(--tw-gradient-from), var(--tw-gradient-to) !important;
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}
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.group-hover\:from-orange-500{
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--tw-gradient-from:rgb(17, 20, 45) !important;
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--tw-gradient-to: rgb(37 56 133 / 37%);
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--tw-gradient-stops: var(--tw-gradient-from), var(--tw-gradient-to) !important;
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}
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.group:hover .group-hover\:text-orange-500{
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--tw-text-opacity: 1 !important;
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color:rgb(37 56 133 / var(--tw-text-opacity)) !important;
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}
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"""
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demo = gr.Interface(fn = transcription, inputs = gr.inputs.Audio(label="Input Audio", type="file"), outputs = gr.outputs.Text(label="Transcription"), examples = examples, css = css)
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demo.launch()
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