Transcription and Analysis of earnings calls from Youtube using the following:
This app assists finance analysts with transcribing and analysis Earnings Calls by carrying out the following tasks:
- Transcribing earnings calls using Open AI's Whisper API, takes approx 3mins to transcribe a 1hr call less than 25mb in size.
- Analysing the sentiment of transcribed text using the quantized version of FinBert-Tone.
- Summarization of the call with philschmid/flan-t5-base-samsum model with entity extraction
- Question Answering Search engine powered by Langchain, Open API (GPT-4) and Sentence Transformers. *Knowledge Graph generation using Babelscape/rebel-large model.