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What is Whisper?

We are excited to announce the launch of Whisper, an open-source neural network that delivers accuracy and robustness in English speech recognition that rivals that of human abilities. This automatic speech recognition (ASR) system has been meticulously trained using a vast dataset of 680,000 hours of multilingual and multitask supervised data sourced from the internet. Our findings indicate that employing such a rich and diverse dataset greatly enhances the system's performance in adapting to various accents, background noise, and specialized jargon. Moreover, Whisper not only supports transcription in multiple languages but also offers translation capabilities into English from those languages. To facilitate the development of real-world applications and to encourage ongoing research in the domain of effective speech processing, we are providing access to both the models and the inference code. The Whisper architecture is designed with a simple end-to-end approach, leveraging an encoder-decoder Transformer framework. The input audio is segmented into 30-second intervals, which are then converted into log-Mel spectrograms before entering the encoder. By democratizing access to this technology, we aspire to inspire new advancements in the realm of speech recognition and its applications across different industries. Our commitment to open-source principles ensures that developers worldwide can collaboratively enhance and refine these tools for future innovations.

What is Alibaba Cloud Intelligent Speech Interaction?

Intelligent Speech Interaction employs advanced technologies such as speech recognition, speech synthesis, and natural language understanding to provide a fluid user experience. By integrating this technology into their services, companies can allow their products to have significant dialogue with users, thus improving human-computer interaction. Currently, this system accommodates a variety of languages, including Mandarin Chinese, Cantonese, English, Japanese, Korean, French, and Indonesian, with aspirations to expand to more languages in the future. This groundbreaking solution is adaptable and can be applied in numerous contexts, such as intelligent Q&A systems, quality assurance procedures, real-time speech subtitling, and audio file transcription. Its successful deployment in various industries, including finance, insurance, eCommerce, and smart home technologies, showcases its flexibility and efficacy in boosting user engagement. As the need for more interactive and intelligent systems continues to rise, the importance of Intelligent Speech Interaction in facilitating communication between humans and machines is set to increase significantly. This evolution indicates a future where users can expect even more personalized and dynamic interactions with technology.

Media

Media

Integrations Supported

AI Sparks Studio
Alibaba Cloud
Krater.ai
MacWhisper
Monster API
Nekton.ai
NoteVocal
ReByte
Simplismart
Spark NLP
Thinkbuddy
TurboScribe
Undrstnd
Unremot
Utterly Voice
Vocode
Waveloom
Whisper Notes
brancher.ai

Integrations Supported

AI Sparks Studio
Alibaba Cloud
Krater.ai
MacWhisper
Monster API
Nekton.ai
NoteVocal
ReByte
Simplismart
Spark NLP
Thinkbuddy
TurboScribe
Undrstnd
Unremot
Utterly Voice
Vocode
Waveloom
Whisper Notes
brancher.ai

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$1.40 per hour
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

OpenAI

Company Location

United States

Company Website

openai.com/blog/whisper/

Company Facts

Organization Name

Alibaba Cloud

Date Founded

2008

Company Location

China

Company Website

www.alibabacloud.com/product/intelligent-speech-interaction

Categories and Features

Speech Recognition

Audio Capture
Automatic Form Fill
Automatic Transcription
Call Analysis
Concatenated Speech
Continuous Speech
Customizable Macros
Multi-Languages
Specialty Vocabularies
Speech-to-Text Analysis
Variable Frequency
Voice Recognition

Transcription

AI / Machine Learning
Annotations
Audio/Video File Upload
Automatic Transcription
Collaboration Tools
File Sharing
For Manual Transcription
Full Text Search
Multi-Language Support
Natural Language Processing (NLP)
Playback Controls
Speech Recognition
Subtitles
Text Editor
Timecoding

Categories and Features

Natural Language Processing

Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Parsing
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization
Tokenization

Speech Recognition

Audio Capture
Automatic Form Fill
Automatic Transcription
Call Analysis
Concatenated Speech
Continuous Speech
Customizable Macros
Multi-Languages
Specialty Vocabularies
Speech-to-Text Analysis
Variable Frequency
Voice Recognition

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