Whisper by OpenAI

Multilingual speech recognition and transcription by OpenAI.

PRICING STARTS

$

0

/ Month

INDUSTRY

Technology

PRICING TYPE

Freemium

ABOUT

Whisper, developed by OpenAI, is an automatic speech recognition (ASR) system designed to transcribe and translate audio across multiple languages with high accuracy and robustness. It is trained on a vast dataset of diverse audio, enabling it to handle various accents, background noises, and technical language effectively. It utilizes an encoder-decoder Transformer architecture to process audio inputs. It divides input audio into 30-second segments, converts them into log-Mel spectrograms, and processes them through an encoder. The decoder then predicts the corresponding text, incorporating special tokens to perform tasks such as language identification, phrase-level timestamps, multilingual speech transcription, and translation into English.

USE CASES

Transcription Services: Accurately transcribe audio recordings, including interviews, lectures, and podcasts.

Multilingual Translation: Translate non-English audio into English text, facilitating cross-lingual communication.

Voice Interfaces: Enable voice commands and interactions in applications, enhancing accessibility.

Content Creation: Assist in generating subtitles and captions for multimedia content.

CORE FEATURES

Multilingual Support: Handles transcription and translation in multiple languages.

Robustness to Accents and Noise: Maintains accuracy across diverse audio conditions.

Open Source: Available for public use and modification under the MIT License.

Integration Capability: Can be incorporated into various applications through APIs.

CATEGORY

Voice AI

USEFUL FOR

Content Creators

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