import tempfile import gradio as gr from neon_tts_plugin_coqui import CoquiTTS LANGUAGES = list(CoquiTTS.langs.keys()) default_lang = "en" # ChatGPT from pyChatGPT import ChatGPT import whisper whisper_model = whisper.load_model("small") session_token = os.environ.get('SessionToken') title = "Voice to ChatGPT to Voice" #info = "more info at [Neon Coqui TTS Plugin](https://github.com/NeonGeckoCom/neon-tts-plugin-coqui), [Coqui TTS](https://github.com/coqui-ai/TTS)" #badge = "https://visitor-badge-reloaded.herokuapp.com/badge?page_id=neongeckocom.neon-tts-plugin-coqui" coquiTTS = CoquiTTS() # ChatGPT def chat_hf(audio, custom_token, language): try: whisper_text = translate(audio) api = ChatGPT(session_token) resp = api.send_message(whisper_text) api.refresh_auth() # refresh the authorization token api.reset_conversation() # reset the conversation gpt_response = resp['message'] except: whisper_text = translate(audio) api = ChatGPT(custom_token) resp = api.send_message(whisper_text) api.refresh_auth() # refresh the authorization token api.reset_conversation() # reset the conversation gpt_response = resp['message'] # to voice with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as fp: coquiTTS.get_tts(whisper_text, fp, speaker = {"language" : language}) return whisper_text, gpt_response, fp.name # whisper def translate(audio): print(""" — Sending audio to Whisper ... — """) audio = whisper.load_audio(audio) audio = whisper.pad_or_trim(audio) mel = whisper.log_mel_spectrogram(audio).to(whisper_model.device) _, probs = whisper_model.detect_language(mel) transcript_options = whisper.DecodingOptions(task="transcribe", fp16 = False) transcription = whisper.decode(whisper_model, mel, transcript_options) print("language spoken: " + transcription.language) print("transcript: " + transcription.text) print("———————————————————————————————————————————") return transcription.text with gr.Blocks() as blocks: gr.Markdown("

" + title + "

") #gr.Markdown(description) with gr.Row():# equal_height=False with gr.Column():# variant="panel" audio_file = gr.inputs.Audio(source="microphone", type="filepath") custom_token = gr.Textbox(label='If it fails, use your own session token', placeholder="your own session token") radio = gr.Radio( label="Language", choices=LANGUAGES, value=default_lang ) with gr.Row():# mobile_collapse=False submit = gr.Button("Submit", variant="primary") text1 = gr.Textbox(label="Speech to Text") text2 = gr.Textbox(label="chatGPT response") audio = gr.Audio(label="Output", interactive=False) #gr.Markdown(info) #gr.Markdown("
" # +f'visitors badge' # +"
") # actions submit.click( chat_hf, [audio_file, custom_token, radio] [text1, text2, audio], ) radio.change(lambda lang: CoquiTTS.langs[lang]["sentence"], radio, text1) blocks.launch(debug=True)