Upload 2 files

app,py

@@ -0,0 +1,58 @@
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+from elevenlabs import set_api_key
+from elevenlabs import clone, generate, play
+from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
+from huggingface_hub.hf_api import HfFolder
+HfFolder.save_token('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')
+access_token = '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'
+
+import streamlit as st
+
+
+#language translation function 
+def translate(text): 
+    tokenizer = AutoTokenizer.from_pretrained(".",use_auth_token=True)
+    #model = AutoModelForSeq2SeqLM.from_pretrained("facebook/nllb-200-distilled-600M",use_auth_token=True)
+    model = AutoModelForSeq2SeqLM.from_pretrained(".",use_auth_token=True)
+    inputs = tokenizer(text, return_tensors="pt")
+    translated_tokens = model.generate(**inputs, 
+                                           forced_bos_token_id=tokenizer.lang_code_to_id["hin_Deva"], 
+                                           max_length=100)
+    result = tokenizer.batch_decode(translated_tokens, skip_special_tokens=True)[0]
+    return result 
+
+
+def ui(): 
+    st.title('Multi Lingual Voice Cloner')
+    st.markdown("Made by vageesh")
+
+    #audio input box 
+    audio_file = st.file_uploader("Upload an audio file that needs to be cloned", type=[ "wav,Mp4"])
+    if audio_file is not None:
+        user_api_key = st.sidebar.text_input(
+            label="#### Your Eleven Labs API key here 👇",
+            placeholder="Paste your Eleven Labs API key API key, sk-",
+            type="password")
+    
+        if user_api_key is not None and user_api_key.strip() != "":
+            set_api_key(user_api_key)
+            #making an voice 
+            voice = clone(
+                name="Alex",
+                description="An middle aged American male voice with a slight hoarseness in his throat. Perfect for npodcast", # Optional
+                files=[audio_file],
+                model='eleven_multilingual_v1',
+                language='Hindi'
+            )
+
+            in_text=st.text_input("Paste the text you want to hear from english to hindi")
+            if in_text is not None and in_text.strip() != "":
+                hin_text=translate(in_text)
+                audio = generate(text=hin_text, voice=voice)
+
+                st.audio(audio)
+
+if __name__=='__name__': 
+    ui()
+
+

requirements.txt

@@ -0,0 +1,4 @@
+transformers 
+steamlit
+elevenlabs
+huggingface_hub