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Extraction of meaning from audio
Semantic audio is the extraction of meaning from audio signals. The field of semantic audio is primarily based around the analysis of audio to create
Semantic_audio
multiple semantic services to offer more comprehensive and interoperable solutions. Computational semantics Semantic audio Semantic compression Semantic technology
Semantic_computing
Topics referred to by the same term
electronics Audio, audible content (media) in audio production and publishing Semantic audio, extraction of symbols or meaning from audio Stereophonic audio, method
Audio
HTML used to reinforce meaning of documents or webpages
Semantic HTML is the use of HTML markup to reinforce the semantics, or meaning, of the information in web pages and web applications rather than merely
Semantic_HTML
Extraction of information and meaning from audio signals
Computer audition – Study of understanding of audio by machine Semantic audio – Extraction of meaning from audio Speech recognition – Automatic conversion
Audio_analysis
(search engine) Google Scholar Internet Archive Scholar Library of Congress Semantic Scholar Apache Solr Jumper 2.0: Universal search powered by Enterprise
List_of_search_engines
Evolution of a word's meaning
Semantic change (also semantic shift, semantic progression, semantic development, or semantic drift) is a form of language change regarding the evolution
Semantic_change
Field of electrical engineering
current loop Seismology Feature extraction, such as image understanding, semantic audio and speech recognition. Quality improvement, such as noise reduction
Signal_processing
Type of database that uses vectors to represent other data
approximate nearest neighbor algorithms so users can search for records semantically similar to a given input, unlike traditional databases which primarily
Vector_database
Sentence composed of homonyms
Dmitri Borgmann's Beyond Language: Adventures in Word and Thought. A semantically equivalent form preserving the original word order is: "Buffalonian bison
Buffalo buffalo Buffalo buffalo buffalo buffalo Buffalo buffalo
Buffalo_buffalo_Buffalo_buffalo_buffalo_buffalo_Buffalo_buffalo
Voice clips generated by AI
the semantic content of the speech audio recording. Many machine learning models have been developed using different strategies to detect fake audio. Most
Audio_deepfake
Specification for metadata in web pages
removed it in version 49. Semantic web Microformat RDFa Lite JSON-LD CP/LD (Content Profile/Linked Document) Semantic HTML Semantic social network "Microdata
Microdata_(HTML)
Graphical representation of music
Proceedings of the AES Conference on Semantic Audio. Hu, Ning; Dannenberg, Roger B.; Tzanetakis, George (2003). "Polyphonic Audio Matching and Alignment for Music
Chroma_feature
Topics referred to by the same term
organisations Semantic analysis (knowledge representation) of Web content Semantic analysis of audio Semantic analysis (computer science) Semantic analysis
Semantic_analysis
extracting semantic information from multimedia data sources.[failed verification] Data sources include directly perceivable media such as audio, image and
Multimedia information retrieval
Multimedia_information_retrieval
Markup language for documents
into multimedia web pages. HTML describes the structure of a web page semantically and originally included cues for its appearance. HTML elements are the
HTML
Processing of natural language by a computer
below). Semantic role labelling (see also implicit semantic role labelling below) Given a single sentence, identify and disambiguate semantic predicates
Natural_language_processing
Logically self-contradictory statement
logics. Frank Ramsey drew a distinction between logical paradoxes and semantic paradoxes, with Russell's paradox belonging to the former category, and
Paradox
Data about other data
(class, attribute) are pieces of some structural metadata having a defined semantic. The third element is a value, preferably from some controlled vocabulary
Metadata
Realistic artificially generated media
'fake') are images, videos, or audio that have been edited or generated using artificial intelligence, AI-based tools or audio-video editing software. They
Deepfake
Digital document standard
extract the semantic meaning from that sentence and return it to the VoiceXML interpreter. This semantic interpretation is specified via the Semantic Interpretation
VoiceXML
1994 studio album by Delerium
Semantic Spaces is the seventh studio album by Canadian industrial/electronic music group Delerium in 1994. Guest musicians on the album include Greg Reely
Semantic_Spaces
Musical composition for human voice with pitches and melodies
many different forms and types, depending on the criteria used. Through semantic widening, a broader sense of the word "song" may refer to instrumentals
Song
Principle that allows one to eliminate unlikely explanations
principle of parsimony, conversational implicatures are to be preferred over semantic context for linguistic explanations. Hanlon's razor: Never attribute to
Philosophical_razor
Large multimodal model from OpenAI
reporting strengths in some speech and semantic reasoning tasks while also noting limitations in areas such as audio duration prediction and instrument classification
GPT-4o
Video encoding standard
given data set (or subset thereof)." The Descriptor is the syntactic and semantic definition of the content. Extraction algorithms are inside the scope of
MPEG-7
distributions. Snack home page Dragos Datcu, Leon J.M. Rothkrantz. "Semantic Audio-Visual Data Fusion for Automatic Emotion Recognition" (PDF). Joakim
Snack_Sound_Toolkit
Fifth and previous version of HyperText Markup Language
content and MathML for mathematical formulas was also added. To enrich the semantic content of documents, new page structure elements such as <main>, <section>
HTML5
Software to detect AI-generated content
software aims to determine whether some content (text, image, video, or audio) was generated using artificial intelligence (AI). This software is often
Artificial intelligence content detection
Artificial_intelligence_content_detection
Embedding of data within a manifold based on a similarity function
training a neural network on a large corpus of text. Word2Vec captures semantic and syntactic relationships between words, allowing for meaningful computations
Latent_space
Field of artificial intelligence
knowledge representation formalisms mainly include vocabularies, thesaurus, semantic networks, axiom systems, frames, rules, logic programs, and ontologies
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
Attribute of a hyperlink
processability of machine-readable statements of the Giant Global Graph on the Semantic Web. The typed links in RDF are expressed as the value of the rdf:type
Link_relation
Process supporting machine learning
Common types of data annotation include classification, bounding boxes, semantic segmentation, and keypoint annotation. Data annotation is used in AI-driven
Data_annotation
Finding information for an information need
aims at extracting semantic information from multimedia data sources. Data sources include directly perceivable media such as audio, image and video, indirectly
Information_retrieval
Artificial intelligence data structure
representation and reasoning schemes. They were originally derived from semantic networks and are therefore part of structure-based knowledge representations
Frame (artificial intelligence)
Frame_(artificial_intelligence)
generate new information that has to be semantically compatible with the surrounding context (i.e., the audio signal surrounding the gaps). The case of
Audio_inpainting
Scientific study of language
of philosophy, not of grammatical description. The first insights into semantic theory were made by Plato in his Cratylus dialogue, where he argues that
Linguistics
Type of website edited collaboratively
collaboration. SMWCon, a bi-annual conference for users and developers of Semantic MediaWiki. TikiFest, a frequently held meeting for users and developers
Wiki
Grammatically correct sentence demonstrating lexical ambiguity
while John had had "had had", ...'). The sentence is also used to show the semantic vagueness of the word had, as well as to demonstrate the difference between
James while John had had had had had had had had had had had a better effect on the teacher
James_while_John_had_had_had_had_had_had_had_had_had_had_had_a_better_effect_on_the_teacher
Learning technique performed with flashcards
fields that required some manipulation or thought beyond simple factual/semantic information. A more recent study has shown that spaced repetition can benefit
Spaced_repetition
Type of machine learning model
et al. (28 June 2025). "Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective". COLM. arXiv:2506.19028. Nicoletti, Leonardo;
Large_language_model
Facts provided or learned about something or someone
knowledge. Complex definitions of both "information" and "knowledge" make such semantic and logical analysis difficult, but the condition of "transformation" is
Information
Interdisciplinary science of getting data from music
information retrieval — Semantic Web and musical digital objects, intelligent agents, collaborative software, web-based search and semantic retrieval, query
Music_information_retrieval
program STUDENT, which could solve high-school algebra word-problems. A semantic net represents concepts (e.g., "house", "door") as nodes, and relations
History of artificial intelligence
History_of_artificial_intelligence
Loss of short-term memory
in temporal context memory is more significant than the deficit in the semantic learning ability (described below). This disorder is usually acquired in
Anterograde_amnesia
Deep neural network for generating raw audio
WaveNet is a deep neural network for generating raw audio. It was created by researchers at London-based AI firm DeepMind. The technique, outlined in
WaveNet
Connection between computers or programs
most common meaning of the term API. The Semantic Web proposed by Tim Berners-Lee in 2001 included "semantic APIs" that recast the API as an open, distributed
API
Abstract model
with other data. A semantic data model is an abstraction that defines how the stored symbols relate to the real world. A semantic data model is sometimes
Data_model
When words are replaced by their rhymes
between rhyming slang based on sound only, and phono-semantic rhyming slang, which includes a semantic link between the slang expression and its referent
Rhyming_slang
Automatic conversion of spoken language into text
interfaces, where the user speaks to a device, which "listens" and processes the audio. Common voice applications include interpreting commands for calling, call
Speech_recognition
Neural network technology
(CNNs), a class of neural network most commonly applied to images, video, audio, and other data that have the property of uniform translational symmetry
Convolutional_layer
Words which have been described as inherently funny
semantics) contribute to inherent funniness of words. Clearly, though, semantic layers coexist with it in the underlying mechanisms. Some words are humorous
Inherently_funny_word
Metadata standard for webpages
use in legacy systems and are still recognized by parsers for extracting semantic information from HTML content. They continue to be referenced in various
Microformat
Online database of digital resources
online database of digital resources that can include text, still images, audio, video, digital documents, or other digital media formats or a library accessible
Digital_library
and Windows) depend more on the extension to associate contextual and semantic meaning to a file than Unix-based systems. ?Q? – files that are compressed
List_of_file_formats
Topics referred to by the same term
realism Musgrave's scientific realism Scotistic realism Semantic realism (epistemology) Semantic realism (philosophy of science) Semi-realism Set-theoretic
Realism
Attack model for cryptanalysis with presumed access to ciphertexts for chosen plaintexts
g., the encryption device) itself. This property is equivalent to the semantic security under CPA (inability of the adversary to gain even partial information
Chosen-plaintext_attack
linguistics, audio mining has been used for phonetic processing and semantic analysis. The efficiency of audio mining in processing audio-visual data lends
Audio_mining
Obtaining information resources relevant to an information need across modalities
images consist of continuous pixel values and audio uses spectral features. Establishing meaningful semantic correspondences across these heterogeneous representations
Cross-modal_retrieval
with audio/video media assets. The site encodes video in patent unencumbered ogg video. The Metavid software is built on top of MediaWiki and Semantic Mediawiki
Metavid
Psychological phenomenon of not liking one's own voice
of the same study also found that females show a "significantly greater semantic differential reaction to hearing their own voices". Self-confrontation
Voice_confrontation
Type of data compression
1974. Lossy compression is most commonly used to compress multimedia data (audio, video, and images), especially in applications such as streaming media
Lossy_compression
Topics referred to by the same term
Representation, a semantic annotation framework for natural language text Audio/modem riser, on a computer motherboard Adaptive Multi-Rate audio codec for speech
AMR
Free online crowdsourced encyclopedia
other Wikimedia Foundation projects and make it available in a queryable semantic format, RDF. As of February 2023,[update] it has over 101 million items
Wikipedia
Computer animation technique
Negative cutter VFX creative director Sound Sound editor Dialogue editor Audio engineer Foley artist Voice foley Re-recording mixer Score Composer Music
Skeletal_animation
Topics referred to by the same term
Greek Eris Quantum discord, a quantity in quantum information science Semantic discord, an argument arising when two parties assign different meanings
Discord_(disambiguation)
Browser-based computing platform
into multimedia web pages. HTML describes the structure of a web page semantically and originally included cues for its appearance. HTML elements are the
Web_platform
Buddhist mantra
ways, or even as mere sequences of sound whose effects lie beyond strict semantic meaning. The middle part of the mantra, maṇi padme, is often interpreted
Om_mani_padme_hum
Modification or development of a language
pronunciation and to personal preference. Semantic changes are shifts in the meanings of existing words. Basic types of semantic change include: pejoration, in which
Language_change
Linked hypertext system on the Internet
(HTML). This markup language supports plain text, images, embedded video and audio contents, and scripts (short programs) that implement complex user interaction
World_Wide_Web
same way towards these machines. In human and computer interactions, a semantic gap usually exists between human and computer's understandings towards
Human–computer_interaction
XML-based markup language
telephony systems. However, it also may be used alone, such as for creating audio books. For desktop applications, other markup languages are popular, including
Speech Synthesis Markup Language
Speech_Synthesis_Markup_Language
Type of large language model
of data. For example, GPT-4o can process and generate text, images and audio. To improve performance on complex tasks, some GPTs, such as OpenAI o3,
Generative pre-trained transformer
Generative_pre-trained_transformer
2021 browser game
differences. These include Semantle, where players guess words based on semantic similarity, and Squabble, a Wordle battle royale. The game's success also
Wordle
Erroneous AI-generated content
translation as a failure mode. Since the 2010s, the term has undergone a semantic shift to signify the generation of factually incorrect or misleading outputs
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
Artificial production of human speech
pronunciations of "project". Most text-to-speech (TTS) systems do not generate semantic representations of their input texts, as processes for doing so are unreliable
Speech_synthesis
Figure of speech of implicit comparison
"carrying" it from one semantic "realm" to another. The new meaning of the word might derive from an analogy between the two semantic realms, but also from
Metaphor
The semantic system is based on a microtonal musical scale tuned in just intonation, developed by Alain Daniélou. For Daniélou, the subtleties of the intervals
Semantic_system
Neural circuit
dopamine in the basal ganglia. Semantic dementia is a rare degenerative disorder that exhibits defects in all semantic memory functions, including naming
Papez_circuit
Mild or indirect word or expression
time, euphemisms can become taboo words through the linguistic process of semantic change known as pejoration. In 1974, University of Oregon linguist Sharon
Euphemism
Methods in artificial intelligence research
search. Symbolic AI used tools such as logic programming, production rules, semantic nets and frames, and it developed applications such as knowledge-based
Symbolic artificial intelligence
Symbolic_artificial_intelligence
Computer science discipline
answer reuse or caching semantic parsing answer presentation[further explanation needed] knowledge representation and semantic entailment social media
Question_answering
HTML elements used to define parts of a document
image with its caption. <div> stands for division. The elements allow semantic attributes (e.g. lang="en-US"), CSS styling (e.g., color and typography)
Div_and_span
Deep learning architecture
general sequence modeling across various data types, including language, audio, and genomics, while maintaining efficiency in both training and inference
Mamba (deep learning architecture)
Mamba_(deep_learning_architecture)
Web archiving organisation
April 2014. Diana Maynard; Mark A. Greenwood (16 May 2012). "Large Scale Semantic Annotation, Indexing, and Search at The National Archives" (PDF). International
Internet_Memory_Foundation
formats, most often used for storing or streaming digital video or digital audio content. To see which multimedia players support which container format
Comparison of video container formats
Comparison_of_video_container_formats
Advertising artwork repeated across media
advertising and on box art. Ludes, Peter (2011). "Toward Bridging the Semantic Gap Between Key Visual Candidates and Algorithms of Power". Algorithms
Key_art
Constructed human language based on predicate logic
Lojban, a little grammar makes for a lot of semantic fun, since the grammar doesn't interfere with the semantic quibble you love. [...] In addition to its
Lojban
Radio format devoted to non-fiction narratives
Technically speaking, it is a 30- to 60-minute, elaborate broadcast from a semantic field related to a radio drama, that can contain all the elements from
Radio_documentary
Intelligence of machines
the 2020s, generative AI has become widely available to generate images, audio, and videos from text prompts. The traditional goals of AI research include
Artificial_intelligence
volume 6. 1953 Middle English "Losenger": Sketch of an etymological and semantic enquiry, published in Essais de philologie moderne: Communications présentées
J._R._R._Tolkien_bibliography
Practice and strategies of increasing online visibility
meaningful measures of page purpose, including the more recent development of semantic search. Some search engines frequently sponsor SEO conferences, webchats
Search_engine_optimization
Modern system for document annotation
particular treatment or rendition of it. Such markup is often described as semantic. An example of a descriptive markup is HTML's <cite> tag, which is used
Markup_language
Love madness or intense infatuation
disorder; it is not in the DSM. The polysemous nature of love words has led to semantic confusion which Tennov meant to clarify, although there is even still disagreement
Limerence
American computer scientist
authored or coauthored over 500 articles since 1998 on topics ranging from semantic analysis of text to lie detection. Her work has been cited over 50,000
Rada_Mihalcea
Technology for sentiment analysis
traditional text-based sentiment analysis, which includes modalities such as audio and visual data. It can be bimodal, which includes different combinations
Multimodal_sentiment_analysis
"Development of a method of terahertz intelligent video surveillance based on the semantic fusion of terahertz and 3D video images" (PDF). CEUR. 2391: paper19. Retrieved
List of datasets in computer vision and image processing
List_of_datasets_in_computer_vision_and_image_processing
Special HTML tag
The HTML article element is semantic element, similar to <section> and <header>. Introduced in HTML5, it is most commonly used to contain information that
Article_element
Interactive voice user interface
Markup Language (CCXML) Speech Recognition Grammar Specification (SRGS) Semantic Interpretation for Speech Recognition (SISR) Speech Synthesis Markup Language
Voice_browser
Search engine
reliable abstraction layer to web search engine programs in order to study semantic structure on the World Wide Web. However, it was a useful service in its
MetaCrawler
SEMANTIC AUDIO
SEMANTIC AUDIO
Boy/Male
Hindu
Romantic
Girl/Female
Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Parting Line
Girl/Female
Muslim
Romantic, Loving
Girl/Female
Hindu
Parting line, A white rose
Girl/Female
Hindu
Parting line, A white rose
Girl/Female
Muslim/Islamic
Romantic loving
Girl/Female
Arabic, German, Punjabi, Turkish
Romantic; Joyful
Girl/Female
Indian
Romantic, Loving
Girl/Female
Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Telugu
A White Rose
Boy/Male
Bengali, Indian
Romantic
Girl/Female
Indian
Winter, Early winter
Girl/Female
Arabic
Romantic; Fascinating
Boy/Male
Arabic, British, Indian, Indonesian, Islamic, Muslim, Pakistani
Romantic
Boy/Male
Tamil
Romantic
Girl/Female
Indian
Romantic
Girl/Female
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Telugu
Early Winter; Born in the Hemant Season
Girl/Female
Indian, Sanskrit
Flower
Boy/Male
Indian, Sanskrit, Tamil
Romantic; Aesthetic
Girl/Female
Muslim
Romantic
Boy/Male
Arabic, Muslim
Romantic
SEMANTIC AUDIO
SEMANTIC AUDIO
Boy/Male
Gujarati, Hindu, Indian, Kannada, Telugu
Lord Vishnu
Boy/Male
Muslim
Slave of trustee
Boy/Male
German, Spanish
Rules by the Spear; Variant of Gerald; Mighty with a Spear
Girl/Female
Tamil
A musical instrument, The melodious voice of the cuckoo, Chirping of birds
Boy/Male
Gujarati, Hindu, Indian, Kannada, Punjabi, Sikh
Bright
Girl/Female
African, American, Christian, Gaelic, Indian
Noble; Virtuous; The Feminine of Brian; High Hill; Force; Strength
Girl/Female
Danish, German, Indian, Sanskrit, Swedish
Jingle; God is Gracious
Boy/Male
American, British, English
Shepherd
Girl/Female
Biblical
There they are, their riches.
Boy/Male
French
Dark.or D'Arcy.
SEMANTIC AUDIO
SEMANTIC AUDIO
SEMANTIC AUDIO
SEMANTIC AUDIO
SEMANTIC AUDIO
adv.
In a romantic manner.
adv.
In a pedantic manner.
a.
Of or pertaining to the Vedas.
n.
A pedantic woman; a bluestocking.
n.
A Semitic idiom; a word of Semitic origin.
a.
Characterized by strangeness or variety; suggestive of adventure; suited to romance; wild; picturesque; -- applied to scenery; as, a romantic landscape.
a.
Learned; pedantic; affected.
a.
Entertaining ideas and expectations suited to a romance; as, a romantic person; a romantic mind.
a.
Of or pertaining to the wall of the body; somatopleuric; parietal; as, the somatic stalk of the yolk sac of an embryo.
a.
Of or pertaining to romance; involving or resembling romance; hence, fanciful; marvelous; extravagant; unreal; as, a romantic tale; a romantic notion; a romantic undertaking.
v. t.
To exceed in romantic character.
a.
Same as Semeiotic.
a.
Romantic.
a.
Romantic.
a.
Falsely romantic.
a.
Of or pertaining to the body as a whole; corporeal; as, somatic death; somatic changes.
a.
Of or pertaining to the signs or symptoms of diseases.
a.
Of or pertaining to the style of the Christian and popular literature of the Middle Ages, as opposed to the classical antique; of the nature of, or appropriate to, that style; as, the romantic school of poets.
a.
Alt. of Semiotic
a.
Somatic.