A device includes a processor configured to receive audio data samples and provide the audio data samples to a first neural network to generate a first output corresponding to a first set of sound classes. The processor is further configured to provide the audio data samples to a second neural network to generate a second output corresponding to a second set of sound classes. A second count of classes of the second set of sound classes is greater than a first count of classes of the first set of sound classes. The processor is also configured to provide the first output to a neural adapter to generate a third output corresponding to the second set of sound classes. The processor is further configured to provide the second output and the third output to a merger adapter to generate sound event identification data based on the audio data samples.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Sound event detection learning


    Beteiligte:
    SAKI FATEMEH (Autor:in) / GUO YINYI (Autor:in) / VISSER ERIK (Autor:in) / KOH EUNJEONG (Autor:in)

    Erscheinungsdatum :

    30.05.2023


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G10L Analyse oder Synthese von Sprache , SPEECH ANALYSIS OR SYNTHESIS / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H04R LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS , Lautsprecher, Mikrofone, Schallplatten-Tonabnehmer oder ähnliche akustische, elektromechanische Wandler



    SOUND EVENT DETECTION LEARNING

    SAKI FATEMEH / GUO YINYI / VISSER ERIK et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    Road event sensing system based on sound detection

    HU XINGYANG / JI ZUQIN | Europäisches Patentamt | 2024

    Freier Zugriff

    Road event sensing system based on sound detection

    HU XINGYANG / JI ZUQIN | Europäisches Patentamt | 2024

    Freier Zugriff

    Early warning method and system based on event detection and sound-light alarm

    YU ZIXUN / JIAO YANLI / ZHANG LONG et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    SOUND DETECTION DEVICE AND SOUND DETECTION METHOD

    SATO JUN / FUNAYAMA RYUJI / TAKATANI TOMOYA et al. | Europäisches Patentamt | 2015

    Freier Zugriff