Update app.py
Browse files
app.py
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from __future__ import
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import torch
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import torchaudio
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import gradio as gr
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DESCRIPTION = "IndicConformer ASR with Automatic Language Identification"
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print("Loading ASR model (IndicConformer)...")
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asr_model_id = "ai4bharat/indic-conformer-600m-multilingual"
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asr_model = AutoModel.from_pretrained(asr_model_id, trust_remote_code=True).to(device)
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asr_model.eval()
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print("
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# --- Language Identification (LID) Model ---
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print("\nLoading Language ID model (MMS-LID)...")
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lid_model_id = "facebook/mms-lid"
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lid_processor = AutoProcessor.from_pretrained(lid_model_id)
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lid_model = AutoModel.from_pretrained(lid_model_id).to(device)
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lid_model.eval()
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print("
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# --- Language Mappings ---
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@@ -53,7 +52,7 @@ print("Loading ASR model (IndicConformer)...")
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asr_model_id = "ai4bharat/indic-conformer-600m-multilingual"
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asr_model = AutoModel.from_pretrained(asr_model_id, trust_remote_code=True).to(device)
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asr_model.eval()
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print("
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# --- Language Identification (LID) Model ---
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print("\nLoading Language ID model (MMS-LID)...")
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lid_processor = AutoProcessor.from_pretrained(lid_model_id)
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lid_model = AutoModel.from_pretrained(lid_model_id).to(device)
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lid_model.eval()
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print("
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# --- Language Mappings ---
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from __future__ import annotations
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import torch
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import torchaudio
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import gradio as gr
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DESCRIPTION = "IndicConformer ASR with Automatic Language Identification"
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print("Loading ASR model (IndicConformer)...")
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asr_model_id = "ai4bharat/indic-conformer-600m-multilingual"
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asr_model = AutoModel.from_pretrained(asr_model_id, trust_remote_code=True).to(device)
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asr_model.eval()
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print(" ASR Model loaded.")
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print("\nLoading Language ID model (MMS-LID)...")
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lid_model_id = "facebook/mms-lid"
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lid_processor = AutoProcessor.from_pretrained(lid_model_id)
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lid_model = AutoModel.from_pretrained(lid_model_id).to(device)
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lid_model.eval()
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print(" Language ID Model loaded.")
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# --- Language Mappings ---
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asr_model_id = "ai4bharat/indic-conformer-600m-multilingual"
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asr_model = AutoModel.from_pretrained(asr_model_id, trust_remote_code=True).to(device)
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asr_model.eval()
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print(" ASR Model loaded.")
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# --- Language Identification (LID) Model ---
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print("\nLoading Language ID model (MMS-LID)...")
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lid_processor = AutoProcessor.from_pretrained(lid_model_id)
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lid_model = AutoModel.from_pretrained(lid_model_id).to(device)
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lid_model.eval()
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print(" Language ID Model loaded.")
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# --- Language Mappings ---
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