Understand Audio Data & Preprocessing
Understanding audio data involves gaining insights into its structure, characteristics, and content. Preprocessing, on the other hand, refers to the preparatory steps taken to clean, enhance, and transform raw audio data into a format suitable for further analysis or processing. Let’s explore these concepts in more detail:
Advanced Audio Processing and Recognition with Transformer
In this tutorial, we’ll look at the interesting topic of natural language processing (NLP) applied to audio data. We’ll utilize the Transformer and its capabilities to process and analyze audio files, extract important characteristics, and execute different natural language processing (NLP) operations on them.
Table of Content
- Advanced Audio Processing and Recognition with Transformer
- What is Audio Data?
- 1. Understand Audio Data & Preprocessing
- 2. Transformer for Audio
- 3. Audio Classification
- 4. Automatic Speech Recognition
- 5. Audio Summarization
- 6. Text to speech
- 7. Speech-to-speech
- Conclusions
- Frequently Asked Questions on Audio Processing and Recognition