Published inArtificial Intelligence in Plain EnglishWhisper Word-Level Timestamps: Overcoming Challenges with whisper-timestampedAutomatic speech recognition (ASR) has made significant strides in recent years, with OpenAI’s Whisper model leading the way in…Feb 12Feb 12
Understanding Audio Diarization: Analyzing Channel Activity in Audio FilesAudio diarization, the process of identifying “who spoke when” in an audio recording, plays a critical role in many real-world applications…Jan 8Jan 8
Guide to Data Storage Options in Pandas: Benefits and DrawbacksWhen working with data in Python, Pandas is the go-to library for data manipulation and analysis. However, storing and persisting data…Jan 8Jan 8
Discover the Speed Boost: FireDucks vs PolarsIn the realm of data analysis, efficient data manipulation is crucial. While pandas has been the go-to library for Python enthusiasts…Jan 5Jan 5
NotebookLM: Redefining Knowledge Management with AI-Driven InsightsNavigating the ever-growing volume of digital information is an ongoing challenge. Google’s NotebookLM is here to change that. Powered by…Dec 12, 2024Dec 12, 2024
Optimizing Whisper ASR Model — Parameters for Enhanced PerformanceWhen working with Whisper for automatic speech recognition (ASR), tuning the model parameters significantly affects the accuracy…Oct 25, 2024Oct 25, 2024
Published inGenerative AIAdvanced RAG using Document Summarisation : Two-Step Retrieval with ChromaDBRetrieval-Augmented Generation (RAG) is a critical technique for building applications that leverage large language models (LLMs) by…Oct 21, 2024Oct 21, 2024
Published inGenerative AIAutomate Speech-to-Text with Python, Whisper and AWS S3An Overview of the Python AWS S3 Data Pipeline: Boosting Efficiency and Automating Speech-to-Text TasksOct 11, 2024Oct 11, 2024
Published inGenerative AIWhy ChatGPT-4 with Canvas is the Ultimate Tool for Coding EfficiencyImagine working on a coding problem and having a helper that not only understands the code but actively collaborates with you, making the…Oct 6, 2024Oct 6, 2024
