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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.
Integrations Supported
AI Sparks Studio
Alibaba Cloud
Krater.ai
MacWhisper
Monster API
Nekton.ai
NoteVocal
ReByte
Simplismart
Spark NLP
Integrations Supported
AI Sparks Studio
Alibaba Cloud
Krater.ai
MacWhisper
Monster API
Nekton.ai
NoteVocal
ReByte
Simplismart
Spark NLP
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