Essays about: "inner speech"

Showing result 1 - 5 of 7 essays containing the words inner speech.

  1. 1. EEG-Based Speech Decoding Using a Machine Learning Pipeline

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Julia Önerud; [2023]
    Keywords : EEG; EEG-Decoding; Speech-like; Neuro; Neurotech; Machine-learning; SVM; Feature Extraction; Feature Selection; Mentalab; Inner Speech; OVR; Baseline-Correction; State-of-the-art; State-of-the-art Accuracy; Directions; Emotions;

    Abstract : his project aims to find a method that will help fill the information gaps in electroencephalography (EEG) brain-computer interfaces (BCI) research, by creating a pipeline method that allows for quicker research iterations than current state-of-the-art methods. The pipeline method is a multi-step processstarting from the recording EEG data from a subject performing a thought paradigm action, continuing with processing and decoding of the data, and ending with visualization and analysis the decoded results. READ MORE

  3. 2. Brain Signal Analysis For Inner Speech Detection

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Fellipe Torquato Rollin; Valeria Buenrostro-Leiter; [2022]
    Keywords : EEG; machine learning; deep learning; inner speech; pronounced speech; electroencephalogram; electroencephalography;

    Abstract : Inner speech, or self-talk, is a process by which we talk to ourselves to think through problems or plan actions. Although inner speech is ubiquitous, its neural basis remains largely unknown. READ MORE

  4. 3. Assessing Explanatory Models of Auditory Verbal Hallucinations

    University essay from Umeå universitet/Institutionen för idé- och samhällsstudier

    Author : Robles Rena Lior; [2022]
    Keywords : AVH; hallucinations; auditory verbal hallucinations; self-monitoring; inner speech; imagination; imagined speech; auditory imagery; inserted thoughts; schizophrenia;

    Abstract : Many attempts have been made to explain the nature of auditory verbal hallucinations (AVH) or the phenomenon of “hearing voices”. In the contemporary discussion of auditory verbal hallucinations, the raw material of the voices of AVH is seen as either inner speech, a spontaneously activated auditory experience, or imagined speech. READ MORE

  5. 4. Using machine learning to analyse EEG brain signals for inner speech detection

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Lisa Jonsson; [2022]
    Keywords : Machine learning; Convolutional neural network; Inner speech; Brain computer interface; Electroencephalography;

    Abstract : Research on brain-computer interfaces (BCIs) has been around for decades and recently the inner speech paradigm was picked up in the area. The realization of a functioning BCI could improve the life quality of many people, especially persons affected by Locked-In-Syndrome or similar illnesses. READ MORE

  6. 5. Speaker Recognition using Biology-Inspired Feature Extraction

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Edvin Andersson; [2021]
    Keywords : Artificial Intelligence; AI; Machine Learning; Speaker Recognition; Technology and Engineering;

    Abstract : Distinguishing between people's voices is something the human brain does naturally, using only frequencies picked up by the inner ear. The field of speaker recognition is concerned with making machines do the same thing using digitally sampled speech and data processing. READ MORE