Term
自动语音识别(ASR)
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Automatic Speech Recognition (ASR)

Automatic speech recognition (ASR) is the technology that transcribes spoken audio into text automatically, also known as speech-to-text. It powers captioning, voice input and meeting transcription.

Also known as

ASR · Speech-to-Text · 语音识别 · 自动语音识别 · Automatic Speech Recognition

Definition

Automatic speech recognition (ASR) is the technology that transcribes spoken audio into text automatically, also commonly called speech-to-text (STT).

How it works

Earlier systems modeled acoustics and language separately, while modern end-to-end models map audio features directly to text sequences, coping better with casual speech, accents and noise. Word error rate (WER) is the standard accuracy metric.

Usage

Meeting and interview transcription, video captioning, voice keyboards, voice assistants and customer-service analytics all start with an ASR system.

Text-to-speech (TTS) runs in the opposite direction: ASR turns speech into text, TTS turns text into speech, and the two are often paired in spoken dialogue systems.

Sources