Essays about: "Keyword Spotting"
Found 4 essays containing the words Keyword Spotting.
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1. Query By Example Keyword Spotting
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Voice user interfaces have been growing in popularity and with them an interest for open vocabulary keyword spotting. In this thesis we focus on one particular approach to open vocabulary keyword spotting, query by example keyword spotting. READ MORE
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2. A General Approach to Inaudible Adversarial Perturbations in a Black-box Setting
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Deep learning is currently being deployed in many speech recognition systems. While these systems can achieve state-of-the-art performance, they are known to be susceptible to adversarial perturbations. These are minor perturbations to the input data, crafted specifically to cause erroneous behavior from the system. READ MORE
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3. Gate Recurrent Unit Neural Networks for Hearing Instruments
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Gated Recurrent Unit (GRU) neural networks have gained popularity for applications such as keyword spotting, speech recognition and other artificial intelligence applications. Typically for most applications training and inference is performed on cloud servers, and the result are transferred to the power constrained device, e.g. READ MORE
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4. Generating Training Data for Keyword Spotting given Few Samples
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Speech recognition systems generally need a large quantity of highly variable voice and recording conditions in order to produce robust results. In the specific case of keyword spotting, where only short commands are recognized instead of large vocabularies, the resource-intensive task of data acquisition has to be repeated for each keyword individually. READ MORE
