import gradio as gr from PIL import Image import os os.system("pip install openai") import openai #api_key = os.environ.get('api_key') whisper = gr.Interface.load(name="spaces/sanchit-gandhi/whisper-large-v2") from share_btn import community_icon_html, loading_icon_html, share_js token = os.environ.get('HF_TOKEN') tts = gr.Interface.load(name="spaces/Flux9665/IMS-Toucan") talking_face = gr.Blocks.load(name="spaces/fffiloni/one-shot-talking-face", api_key=token) def infer(audio, openai_api_key): whisper_result = whisper(audio, None, "translate", fn_index=0) gpt_response = try_api(whisper_result, openai_api_key) audio_response = tts(gpt_response[0], "English Text", "English Accent", "English Speaker's Voice", fn_index=0) portrait_link = talking_face("wise_woman_portrait.png", audio_response, fn_index=0) return gr.Textbox.update(value=whisper_result, visible=True), portrait_link, gr.Textbox.update(value=gpt_response[1], visible=True), gr.update(visible=True) def try_api(message, openai_api_key): try: response = call_api(message, openai_api_key) return response, Fore.GREEN + "no error" except openai.error.Timeout as e: #Handle timeout error, e.g. retry or log print(f"OpenAI API request timed out: {e}") return "oups", f"OpenAI API request timed out: {e}" except openai.error.APIError as e: #Handle API error, e.g. retry or log print(f"OpenAI API returned an API Error: {e}") return "oups", f"OpenAI API returned an API Error: {e}" except openai.error.APIConnectionError as e: #Handle connection error, e.g. check network or log print(f"OpenAI API request failed to connect: {e}") return "oups", f"OpenAI API request failed to connect: {e}" except openai.error.InvalidRequestError as e: #Handle invalid request error, e.g. validate parameters or log print(f"OpenAI API request was invalid: {e}") return "oups", f"OpenAI API request was invalid: {e}" except openai.error.AuthenticationError as e: #Handle authentication error, e.g. check credentials or log print(f"OpenAI API request was not authorized: {e}") return "oups", f"OpenAI API request was not authorized: {e}" except openai.error.PermissionError as e: #Handle permission error, e.g. check scope or log print(f"OpenAI API request was not permitted: {e}") return "oups", f"OpenAI API request was not permitted: {e}" except openai.error.RateLimitError as e: #Handle rate limit error, e.g. wait or log print(f"OpenAI API request exceeded rate limit: {e}") return "oups", f"OpenAI API request exceeded rate limit: {e}" def call_api(message, openai_api_key): print("starting open ai") openai.api_key = openai_api_key response = openai.Completion.create( model="text-davinci-003", prompt=message, temperature=0.5, max_tokens=2048, top_p=1, frequency_penalty=0, presence_penalty=0.6 ) return str(response.choices[0].text).split("\n",2)[2] title = """
Use Whisper to ask, alive portrait responds !