• 4.1 Smart home control
  • Speech Recognition for Smart Homes




    Download 0,56 Mb.
    Pdf ko'rish
    bet4/14
    Sana15.05.2024
    Hajmi0,56 Mb.
    #235098
    1   2   3   4   5   6   7   8   9   ...   14
    4. ASR in smart homes 
    Speech recognition applications can be classified into three broad groups (Rabiner, 1994) of 
    isolated word recognition systems (each word is spoken with pauses before and afterwards, 
    such as in bank or airport telephony services), small-vocabulary command-and-control 
    applications, and large vocabulary continuous speech systems. 
    From an ASR point of view, a smart home system would aim to be a mixture of the second 
    and third classes: predefined commands and menu navigation can be performed through a 
    grammar-constrained command-and-control vocabulary, while email dictation and similar 
    applications would involve large vocabulary continuous speech recognition. By and large, 
    we can classify an ASR system in a smart home through its vocal interaction in two main 
    categories: first are specific control applications which form the essence of smart homes, and 
    second are general vocal applications which any ASR systems can carry out. We can 
    summarize these categories and their characteristics as the following: 
    4.1 Smart home control 
    Probably the main feature of a smart home is the ability to vocally command the functions 
    of the home and its appliances. We refer to this as the command-and-control function. 


    Speech Recognition for Smart Homes 
    481 
    Most command-and-control applications have a small vocabulary size (0 to 50 words), 
    reflecting the operations required to control the equipment. For example, commands for 
    controlling the lights might include 'on', 'off', the location, and perhaps a few more words, 
    depending on what additional operations are available. In addition the device being 
    controlled should be identified (for example 'please turn on the bathroom light' is made up 
    of a framing word 'please', an operation 'turn on', a location 'bathroom' and a device 'light'). 
    Usually there is a direct mapping between the word or phrase and its semantics, i.e. the action 
    to be carried out or the meaning to be associated with the words. However, more complex 
    commands can be managed through a set of alternatives, where the vocabulary is restricted 
    and known, such as week days or times of the day. As the number of alternative wordings 
    increases, the task of listing all possible combinations and associating them with a given set of 
    actions become unmanageable and so a grammar syntax is required that specifies, in a more 
    abstract way, the words and phrases along with their permissible combinations. 

    Download 0,56 Mb.
    1   2   3   4   5   6   7   8   9   ...   14




    Download 0,56 Mb.
    Pdf ko'rish