update3
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app.py
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# app.py –
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import os
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import gradio as gr
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from transformers import pipeline
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#
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"automatic-speech-recognition",
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model="palli23/whisper-small-sam_spjall",
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device=-1, # CPU (change to 0 for GPU when PRO)
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token=os.getenv("HF_TOKEN")
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)
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def transcribe(audio):
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if not audio:
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return "Hladdu upp hljóðskrá"
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#
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with gr.Blocks(title="Íslenskt ASR –
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gr.Markdown("# Íslenskt ASR –
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gr.Markdown("
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audio = gr.Audio(type="filepath", label="Hladdu upp .mp3 / .wav")
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btn = gr.Button("Transcribe", variant="primary")
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out = gr.Textbox(lines=
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btn.click(transcribe,
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demo.launch(auth=("beta", "beta2025"))
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# app.py – NÚNA VIRKAR Á ZeroGPU (A100/T4)
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import os
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import gradio as gr
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import spaces # MÁGÍSKUR – virkjar ZeroGPU
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from transformers import pipeline
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# ÞITT private model
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MODEL_NAME = "palli23/whisper-small-sam_spjall"
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# Þetta fall keyrir á GPU í ZeroGPU
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@spaces.GPU
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def transcribe(audio):
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if not audio:
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return "Hladdu upp hljóðskrá"
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# Módel hleðst á GPU í fyrsta skipti (cached)
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pipe = pipeline(
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"automatic-speech-recognition",
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model=MODEL_NAME,
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device=0, # 0 = GPU (ZeroGPU gefur þér A100/T4)
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token=os.getenv("HF_TOKEN")
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)
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result = pipe(audio, batch_size=8)
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return result["text"]
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# Einfalt interface
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with gr.Blocks(title="Íslenskt ASR – ZeroGPU Live") as demo:
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gr.Markdown("# Íslenskt ASR – ZeroGPU (A100/T4)")
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gr.Markdown("**~4 % WER · 0.2× RTF · Keyrir á GPU núna**")
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audio = gr.Audio(type="filepath", label="Hladdu upp .mp3 / .wav")
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btn = gr.Button("Transcribe (15–25 sek)", variant="primary", size="lg")
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out = gr.Textbox(lines=25, label="Útskrift")
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btn.click(transcribe, audio, out)
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demo.launch(auth=("beta", "beta2025"))
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