Speaker identification deep learning

1. What is speaker identification?
2. What is speech recognition in deep learning?
3. Which algorithm is best for speech recognition?

What is speaker identification?

Identification is the process of determining from which of the registered speakers a given utterance comes. Verification is the process of accepting or rejecting the identity claimed by a speaker. Most of the applications in which voice is used to confirm identity are classified as speaker verification.

What is speech recognition in deep learning?

Speech recognition, or speech-to-text, is the ability of a machine or program to identify words spoken aloud and convert them into readable text. Rudimentary speech recognition software has a limited vocabulary and may only identify words and phrases when spoken clearly.

Which algorithm is best for speech recognition?

Traditional ASR algorithms

Hidden Markov models (HMM) and dynamic time warping (DTW) are two such examples of traditional statistical techniques for performing speech recognition.