Multipurpose Internet Mail Extensions (MIME) type is a standard way of describing a data type. The MIME type is passed in the Content-Type header.If you do not specify Co
adjusts as it evaluates training data, the process of exposure and calculation around new data trains the algorithm to become better at what it does. The algorithm is the computational part of the project, while the term “model” is a trained algorithm that can be used for real-word use ...
This is the selection of a word meaning for a word with multiple possible meanings. This uses a process of semanticanalysisto examine the word in context. For example, word sense disambiguation helps distinguish the meaning of the verb “make” in “make the grade” (to achieve) versus “ma...
Support for real-time diarization is available in public preview with the Speech SDK 1.31.0. This feature is available in the following SDKs: C#, C++, Java, JavaScript, Python, and Objective-C/Swift. Synchronized speech synthesis word boundary and viseme events with audio playback Breaking chan...
Image Analysis 4.0 is now available through client library SDKs in C#, C++, and Python. This update also includes the Florence-powered image captioning and dense captioning at human parity performance.Image Analysis V4.0 Captioning and Dense Captioning (public preview):...
The performance of the GSDMM model is stable after only five iterations (Yin and Wang 2014), but the model gives the best coherence score with fifty iterations (Omurca et al. 2021), which we used here. The implementation of GSDMM model in Python can be found at a public GitHut ...
Microsoft Word .docx A Microsoft Word document file. For more information, see Use native documents for language processing Get started with PII detection To use PII detection, you submit text for analysis and handle the API output in your application. Analysis is performed as-is, with no...
Using researched keywords and long-tail keywords (3+ word phrases) throughout your web content will improve SEO and provide the highest results in terms of traffic and conversion. Organically linking from high-authority third-party pages is another way to improve page rank and drive potential ...
Here's a simplified example ofword embeddingsfor a very small corpus (2 words), where each word is represented as a 3-dimensional vector: cat [0.2, -0.4, 0.7] dog [0.6, 0.1, 0.5] In this example, each word ("cat") is associated with a unique vector ([0.2, -0.4, 0.7]). The ...
What is an extension? An extension typically refers to a file name extension. This suffix is added to the end of a file name, indicating its format. For example, the .doc or .docx extension specifies a Microsoft Word document. The latter was introduced in 2007 and is a more modern versi...