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Audio Retrieval Based on Milvus - Zilliz Vector database blog

    https://zilliz.com/blog/audio-retrieval-based-on-milvus#:~:text=System%20overview%20The%20audio%20retrieval%20system%20mainly%20consists,%28red%20line%29.%20Audio%20retrieval%20system%20powered%20by%20Milvus.
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A Brief Overview of Audio Information Retrieval

    https://ccrma.stanford.edu/~unjung/AIR/KEAMS.pdf
    Speech-related retrieval – Recognizing and Transcribing the content of Radio programs, Telephone conversations, Recorded Meetings Music-related retrieval – Music similarity, Music style classification, Instrument recognition Others audio retrieval applications – Alarms, animal sounds, natural sounds, etc.

An overview of audio information retrieval | Multimedia ...

    https://dl.acm.org/doi/10.1007/s005300050106
    The problem of audio information retrieval is familiar to anyone who has returned from vacation to find ananswering machine full of messages. While there is not yetan "AltaVista" for the audio data type, many workers arefinding ways to automatically locate, index, and browse audio using recent advances in speech recognition and machinelistening. This paper reviews …

An overview of audio information retrieval | SpringerLink

    https://link.springer.com/article/10.1007/s005300050106
    Abstract. The problem of audio information retrieval is familiar to anyone who has returned from vacation to find an answering machine full of messages. While there is not yet an “AltaVista” for the audio data type, many workers are finding ways to automatically locate, index, and browse audio using recent advances in speech recognition and machine listening.

An Overview of Audio Information Retrieval, (1999)

    https://citeseerx.ist.psu.edu/showciting?cid=9836
    Indexing and content-based retrieval are necessary to handle the large amounts of audio and multimedia data that is becoming available on the web and elsewhere. Since manual indexing using existing audio editors is extremely time consuming a number of automatic content analysis systems have been proposed.

Music Information Retrieval - an overview | ScienceDirect ...

    https://www.sciencedirect.com/topics/computer-science/music-information-retrieval
    One major goal of content-based audio retrieval is the identification of perceptually similar audio content. This task is often trivial for humans due to powerful mechanisms in our brain. The human brain has the ability to distinguish between a wide range of sounds and to correctly assign them to semantic categories and previously heard sounds.

Concept framework for audio information retrieval: ARF ...

    https://link.springer.com/article/10.1007/BF02947127
    Audio is handled by conventional methods as an opaque stream medium, which is not suitable for information retrieval by its content. In fact, audio carries rich aural information with the form of speech, musical, and sound effects, so it could be retrieved based on its aural content, such as acoustic features, musical melodies and associated semantics.

Features for Content-Based Audio Retrieval

    https://publik.tuwien.ac.at/files/PubDat_186351.pdf
    A content-based (audio) retrieval system consists of multiple parts, illustrated in Figure 1. There are three modules: the input module, the query module, and the retrieval module. The task of the input module is to extract features from audio objects stored in …

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