Auditory Learning Research Articles

Analysis of Students’ Needs and Characteristics toward Science to Support Differentiated Learning of Kurikulum Merdeka

The problem that occurs in the implementation of Kurikulum Merdeka is the limited of differentiated and integrated Computational Thinking (CT) teaching materials provided by the government which can be used by teachers to direct students to think computationally thinking while focus to students' learning needs, especially in science learning which is a developmental milestone of science development. The aims of the research are to analyze students’ needs and character mapping of students toward the development of differentiated digital modules integrated CT in science subject. The method used in this research is a qualitative descriptive method involving 10 junior high schools that have implemented Kurikulum Merdeka. The population in this study was 19,034 students of 101 junior high schools in Bireuen District. Meanwhile, the sample used in this research was 260 junior high school students from 10 schools in Bireuen District. From the results of data analysis, it was found that the proportion of learning styles for junior high school students in Bireuen District is dominated by auditory learning styles. Furthermore, the distribution of multiple intelligences is dominated by students with logical/mathematic intelligence. Lastly, the student perceives that science learning is enjoyable

Task-Specific Rapid Auditory Perceptual Learning in Adult Cochlear Implant Recipients: What Could It Mean for Speech Recognition.

Speech recognition in cochlear implant (CI) recipients is quite variable, particularly in challenging listening conditions. Demographic, audiological, and cognitive factors explain some, but not all, of this variance. The literature suggests that rapid auditory perceptual learning explains unique variance in speech recognition in listeners with normal hearing and those with hearing loss. The present study focuses on the early adaptation phase of task-specific rapid auditory perceptual learning. It investigates whether adult CI recipients exhibit this learning and, if so, whether it accounts for portions of the variance in their recognition of fast speech and speech in noise. Thirty-six adult CI recipients (ages = 35 to 77, M = 55) completed a battery of general speech recognition tests (sentences in speech-shaped noise, four-talker babble noise, and natural-fast speech), cognitive measures (vocabulary, working memory, attention, and verbal processing speed), and a rapid auditory perceptual learning task with time-compressed speech. Accuracy in the general speech recognition tasks was modeled with a series of generalized mixed models that accounted for demographic, audiological, and cognitive factors before accounting for the contribution of task-specific rapid auditory perceptual learning of time-compressed speech. Most CI recipients exhibited early task-specific rapid auditory perceptual learning of time-compressed speech within the course of the first 20 sentences. This early task-specific rapid auditory perceptual learning had unique contribution to the recognition of natural-fast speech in quiet and speech in noise, although the contribution to natural-fast speech may reflect the rapid learning that occurred in this task. When accounting for demographic and cognitive characteristics, an increase of 1 SD in the early task-specific rapid auditory perceptual learning rate was associated with ~52% increase in the odds of correctly recognizing natural-fast speech in quiet, and ~19% to 28% in the odds of correctly recognizing the different types of speech in noise. Age, vocabulary, attention, and verbal processing speed also had unique contributions to general speech recognition. However, their contribution varied between the different general speech recognition tests. Consistent with previous findings in other populations, in CI recipients, early task-specific rapid auditory perceptual, learning also accounts for some of the individual differences in the recognition of speech in noise and natural-fast speech in quiet. Thus, across populations, the early rapid adaptation phase of task-specific rapid auditory perceptual learning might serve as a skill that supports speech recognition in various adverse conditions. In CI users, the ability to rapidly adapt to ongoing acoustical challenges may be one of the factors associated with good CI outcomes. Overall, CI recipients with higher cognitive resources and faster rapid learning rates had better speech recognition.

Analysis of Students' Mathematical Concept Understanding Ability on Circle Material Based on Learning Style

This research aims to analyze students' mathematical concept understanding ability in solving circle material problems by considering learning styles. The method used in this research is qualitative method with descriptive approach. This research was conducted on students of class XI Culinary 1 at SMKN 6 Semarang which amounted to 36 students. Data were collected through mathematical concept understanding test and student learning style questionnaire. The subjects in this study were three students who represented each student's learning style. The techniques used to collect data were observation, mathematical concept understanding ability test, interview and documentation. The results showed variations in learning styles and variations in students' mathematical concept understanding abilities in solving circle material problems. Learners with visual and auditory learning styles tend to have better understanding abilities in solving the problem, while learners with kinesthetic styles show different patterns. So it can be concluded that the learning style of learners can affect students' mathematical understanding ability in solving circle material problems, therefore the importance of recognizing the learning style of students in the mathematics learning process. Each learner with a different learning style has a different mathematical concept understanding ability, so an approach that is in accordance with the characteristics of learners is needed to improve students' mathematical concept understanding ability.

Somatic, Auditory, Visual, Intellectual Learning Model in Improving Vowel Pronunciation for 3rd Class Deaf Students

The ability to pronounce vowels in deaf students is still low, the indications are the occurrence of replacement, addition, and even the omission of phonemes. On the other hand, there is the unpreparedness of the teacher in setting the right model and method during articulation exercises, ignoring the basic receptive and expressive language skills of deaf students, allegedly as a form of teacher failure in practicing articulation both during individual and classical learning. For this reason, it is necessary to have a learning model that can accommodate the needs of deaf students to articulate correctly. This study aims to determine the effectiveness of the SAVI (Somatic Auditory Visual Intellectual) learning model in improving the pronunciation of vowels in class III deaf students. The approach used in this research is quantitative with the type of experimental research in the form of SSR (Single Subject Research) with ABA design. Data was collected using Observation and Treatment Tests carried out on one deaf child. The results of the study were that in the baseline-1 condition, the intervention increased by a value of 73.33, the intervention in Baseline-2 decreased by a value of 60.83, and although the intervention in Baseline-2 experienced a decrease, the data obtained was much better than the baseline-1, which was 26.66. In conclusion, the Somatic, Auditory, Visual, and Intellectual learning model affects improving the pronunciation of vowels in Deaf Students. For this reason, teachers must pay attention to and develop sensory modalities in deaf students in an integrated and holistic way in learning articulation.

The Comparative Study of Students Learning Styles Towards Their Ability in Grammar

This research was purposed to discover students’ learning style and the differences of students’ grammar ability among the visual, auditory and kinesthetic learning style. The research followed comparative quantitative design. The participants of the research were 83 students of the sixth semester of English education department of State Islamic University of Sjech M. Djamil Djambek Bukittinggi. Data were collected by using questionnaire and documentation. Data analysis was conducted using descriptive statistical analysis of SPSS program after scoring the respondents’ questionnaire response by Likert scale point and calculating students’ final score of grammar subject. The results revealed the dominant style that students have are visual, auditory and kinesthetic learning style and visual style as the majority. The compared students’ grammar final score exhibited differences of students’ grammar ability. Students with kinesthetic learning style obtained the highest score (88,72) and also the lowest score (66) than visual and auditory learning style. The highest mean score was obtained by auditory learning style (82,33). In conclusion, students’ grammar ability was significantly different among the students with visual, auditory and kinesthetic learning style.

Identifying Students’ Learning Styles in English Learning

This research highlights students’ learning styles in English learnin to find out (1) the types of learning styles of class VIII students at SMP Negeri 24 Makassar, and (2) how do class VII students at SMP Negeri 24 Makassar empower their learning styles in English learning. This research used mixed methods taking 118 class VIII students of SMP Negeri 24 Makassar as the sample by using random sampling techniques. The instruments were questionnaire, observation, and interview. Twenty-five students as representatives of the three types of learning styles were observed and interviewed regarding how they empowered their learning styles. The results show that (1) class VIII students of SMP Negeri 24 Makassar predominantly have a visual learning style with a total of 66 students (55.93%), followed by the auditory learning style of 43 students (36.44%), and kinesthetic learning style of 9 students (7.63 %), and (2) visual learning style students empower their learning style by having neat and orderly writing, note important points from the material, and utilize online media; auditory learning style students empower their learning style by collaborate in doing their assignments, create a calm environment, and utilize online media; and kinesthetic learning style students empower their learning style by point to the text while reading, choose practical activities, and move their body parts when they are focused. Thus, it can be concluded that class VIII students at SMP Negeri 24 Makassar predominantly have visual learning style by empowering their learning style with activities that rely on their sight, while students with auditory learning style rely on their hearing and students with kinesthetic learning style are happy with activities that rely on physicality.Key words-- visual, auditory, kinesthetic, learning styles, English learning.

An Analysis of Students’ Learning Needs for the Seventh Grade Students at MTs. Barana

This research aims to identify the needs of students at Madrasah Tsanawiyah (MTs.) Barana. This research used a qualitative descriptive research design with 10 seventh-grade students as the subjects in this research. In collecting the data, the research instruments in this research were interview guides. The interview was conducted with a student to find out their needs for English lessons. The researcher found that the needs of MTs. Barana students related to English lessons were the need for images in the textbook, vocabulary list to assist students knowing the meaning, more emphasis on pairs learning and learning should more focus on how to read and pronounce the words in English. Additionally, the students also revealed their needs for English lessons. First, the students’ necessities are English as a subject at school thus they need it to pass the exam, go abroad, and achieve their dreams as well as they want to learn English because never learned it in Elementary school. The second, is students’ lack or difficulty, they are difficult to find the meaning, read the passage and pronounce the word in the textbook. The third, students’ wants are images to assist them in guessing the meaning. The fourth, student skills needed are vocabulary, reading and pronunciation. The last, student learning styles are listening or auditory learning and they prefer to learn in pairs compared with individually as well as in groups.

Students' Thinking Process in Solving Math Problems in Terms of Learning Style

Students' Thinking Process in Solving Math Problems in Terms of Learning Style

Enhancing Cognitive Learning: A Comparative Analysis of E-Learning Media Tailored to Different Learning Styles

This study aims to analyze the effectiveness of e-learning media based on learning style in the form of e-posters, podcasts, and interactive videos on students' cognitive learning outcomes. This type of research is quantitative research. This study used a sample of 32 grade X PMIA 1 SMA Negeri 3 Banjarmasin students. This research uses Google Classroom as a platform for learning activities. Learning media in the form of e-posters, podcasts, interactive videos, and student learning outcomes can be downloaded and uploaded on Google Classroom. The research instrument used is a learning style questionnaire containing 30 statements. Data analysis in this study used a normality test, and Wilcoxon signed rank test. The cognitive learning outcomes of students with visual, auditory, and kinesthetic learning styles were 90.66%, 93.33%, and 87.33%, respectively, with ­N-gain values of 0.75, 0.80, and 0.71. Based on data analysis, the results of this study show that e-learning media based on learning style is efficacious in improving the cognitive learning outcomes of students with visual, auditory, and kinesthetic learning styles. This learning style-based e-learning media can be applied to other chemical materials or subjects. The study employed-N-gain values to analyst the learning outcomes of the students. The - N gain values for students with visual, auditory and kinesthetic learning styles were 0.75, 0,80 and 0.71 respectively. Overall, the data suggests that the learning outcomes of the students were quite positive and that the use of various learning media and Google Classroom as a platform can be effective in enhancing students learning outcomes.

SSTE: Syllable-Specific Temporal Encoding to FORCE-learn audio sequences with an associative memory approach

The circuitry and pathways in the brains of humans and other species have long inspired researchers and system designers to develop accurate and efficient systems capable of solving real-world problems and responding in real-time. We propose the Syllable-Specific Temporal Encoding (SSTE) to learn vocal sequences in a reservoir of Izhikevich neurons, by forming associations between exclusive input activities and their corresponding syllables in the sequence. Our model converts the audio signals to cochleograms using the CAR-FAC model to simulate a brain-like auditory learning and memorization process. The reservoir is trained using a hardware-friendly approach to FORCE learning. Reservoir computing could yield associative memory dynamics with far less computational complexity compared to RNNs. The SSTE-based learning enables competent accuracy and stable recall of spatiotemporal sequences with fewer reservoir inputs compared with existing encodings in the literature for similar purpose, offering resource savings. The encoding points to syllable onsets and allows recalling from a desired point in the sequence, making it particularly suitable for recalling subsets of long vocal sequences. The SSTE demonstrates the capability of learning new signals without forgetting previously memorized sequences and displays robustness against occasional noise, a characteristic of real-world scenarios. The components of this model are configured to improve resource consumption and computational intensity, addressing some of the cost-efficiency issues that might arise in future implementations aiming for compactness and real-time, low-power operation. Overall, this model proposes a brain-inspired pattern generation network for vocal sequences that can be extended with other bio-inspired computations to explore their potentials for brain-like auditory perception. Future designs could inspire from this model to implement embedded devices that learn vocal sequences and recall them as needed in real-time. Such systems could acquire language and speech, operate as artificial assistants, and transcribe text to speech, in the presence of natural noise and corruption on audio data.

Auditory discrimination learning differentially modulates neural representation in auditory cortex subregions and inter-areal connectivity

Changes in sound-evoked responses in the auditory cortex (ACtx) occur during learning, but how learning alters neural responses in different ACtx subregions and changes their interactions is unclear. To address these questions, we developed an automated training and widefield imaging system to longitudinally track the neural activity of all mouse ACtx subregions during a tone discrimination task. We find that responses in primary ACtx are highly informative of learned stimuli and behavioral outcomes throughout training. In contrast, representations of behavioral outcomes in the dorsal posterior auditory field, learned stimuli in the dorsal anterior auditory field, and inter-regional correlations between primary and higher-order areas are enhanced with training. Moreover, ACtx response changes vary between stimuli, and such differences display lag synchronization with the learning rate. These results indicate that learning alters functional connections between ACtx subregions, inducing region-specific modulations by propagating behavioral information from primary to higher-order areas.

Auditory discrimination learning and acoustic cue weighing in female zebra finches with localized FoxP1 knockdowns.

Rare disruptions of the transcription factor FOXP1 are implicated in a human neurodevelopmental disorder characterized by autism and/or intellectual disability with prominent problems in speech and language abilities. Avian orthologues of this transcription factor are evolutionarily conserved and highly expressed in specific regions of songbird brains, including areas associated with vocal production learning and auditory perception. Here, we investigated possible contributions of FoxP1 to song discrimination and auditory perception in juvenile and adult female zebra finches. They received lentiviral knockdowns of FoxP1 in one of two brain areas involved in auditory stimulus processing, HVC (proper name) or CMM (caudomedial mesopallium). Ninety-six females, distributed over different experimental and control groups were trained to discriminate between two stimulus songs in an operant Go/Nogo paradigm and subsequently tested with an array of stimuli. This made it possible to assess how well they recognized and categorized altered versions of training stimuli and whether localized FoxP1 knockdowns affected the role of different features during discrimination and categorization of song. Although FoxP1 expression was significantly reduced by the knockdowns, neither discrimination of the stimulus songs nor categorization of songs modified in pitch, sequential order of syllables or by reversed playback were affected. Subsequently, we analyzed the full dataset to assess the impact of the different stimulus manipulations for cue weighing in song discrimination. Our findings show that zebra finches rely on multiple parameters for song discrimination, but with relatively more prominent roles for spectral parameters and syllable sequencing as cues for song discrimination.NEW & NOTEWORTHY In humans, mutations of the transcription factor FoxP1 are implicated in speech and language problems. In songbirds, FoxP1 has been linked to male song learning and female preference strength. We found that FoxP1 knockdowns in female HVC and caudomedial mesopallium (CMM) did not alter song discrimination or categorization based on spectral and temporal information. However, this large dataset allowed to validate different cue weights for spectral over temporal information for song recognition.

Profile of open-start problem-solving with context Sarangan Lake viewed students' learning styles in junior high school

This study aims to reveal the profile of open-start problem-solving with ethnomathematics regarding student learning styles. This research is a qualitative research study on 3 out of 31 students of Junior High School of 3 Magetan taken by purposive sampling. The three students carried out four stages: understanding the problem, planning problem-solving strategies, implementing problem-solving strategies, and reviewing again. The results of the research show that students with a visual learning style solve problems by understanding problems through writing known and being asked and drawing illustrations, planning problem-solving strategies by making examples, carrying out solving strategies by working on the calculation process; students with an auditory learning style solve problems by understanding problems through writing known and being asked, planning strategies by making problems and formulating formulas used, implementing solutions by doing calculations and reviewing; students with a kinesthetic learning style solve problems by understanding issues through writing known and being asked, making examples and writing the formulas used, carrying out solving strategies by applying the calculation process and reviewing the results obtained. However, of the three styles, the results of the accepted work were not correct because they did not write down the conclusions and were not thorough enough.

Academic Success of Students in Vocational Education in the COVID-19 Era: Learning Style Preferences

This essay examines the various learning styles that students can choose from, depending on their preferences. In the COVID-19 era, lectures have been discontinued in classrooms all across the world, but the teaching and learning process is still possible through online platforms. There are learning types with unique characteristics that like to work alone or in groups, as well as visual, auditory, tactile, and kinesthetic learning styles. While some students will adjust to the lecturers' teaching approach, it can be challenging for lecturers to accommodate each student's unique learning preferences. In order to accommodate various student learning styles, lecturers must create their instructional materials in this manner. This article's goals are to: 1) describe and classify the idea of learning styles; 2) emphasize the significance of determining the research participants' preferred learning styles; and 3) emphasize that if a lecturer's teaching style reflects the preferences of the student's preferred learning style, the student's learning outcomes will be enhanced. In this study, a survey, a mix of quantitative and qualitative approaches, as well as questionnaires, are used to gather data on the four preferred learning styles. As a consequence, the majority of participants favored the kinesthetic learning strategy in both solo and group work. In this study, a survey, a mix of quantitative and qualitative approaches, as well as questionnaires, are used to gather data on the four preferred learning styles. As a consequence, the majority of participants favored the kinesthetic learning strategy in both solo and group work.

Optimizing Traffic Congestion in Route Planning Using a Simple Path Algorithm

This essay examines the various learning styles that students can choose from, depending on their preferences. In the COVID-19 era, lectures have been discontinued in classrooms all across the world, but the teaching and learning process is still possible through online platforms. There are learning types with unique characteristics that like to work alone or in groups, as well as visual, auditory, tactile, and kinesthetic learning styles. While some students will adjust to the lecturers' teaching approach, it can be challenging for lecturers to accommodate each student's unique learning preferences. In order to accommodate various student learning styles, lecturers must create their instructional materials in this manner. This article's goals are to: 1) describe and classify the idea of learning styles; 2) emphasize the significance of determining the research participants' preferred learning styles; and 3) emphasize that if a lecturer's teaching style reflects the preferences of the student's preferred learning style, the student's learning outcomes will be enhanced. In this study, a survey, a mix of quantitative and qualitative approaches, as well as questionnaires, are used to gather data on the four preferred learning styles. As a consequence, the majority of participants favored the kinesthetic learning strategy in both solo and group work. In this study, a survey, a mix of quantitative and qualitative approaches, as well as questionnaires, are used to gather data on the four preferred learning styles. As a consequence, the majority of participants favored the kinesthetic learning strategy in both solo and group work.

Ability to Interpret Graphs in Reaction Rate Material Based on Mathematical Understanding and Learning Style of Class XI High School Students

One aspect of process science skills that learners need to have is the ability to interpret. The ability to interpret graphs in students is currently considered difficult and still belongs to the very low category. This study aims to analyze the relationship between mathematical understanding and the learning styles of students in terms of their ability to interpret graphs. This type of research is descriptive-quantitative. The research sample consisted of class XI students at SMA Negeri 4 Takengon, which amounted to 67 students. The research data was collected using learning style-type questionnaires, multiple-choice questions on linear program material, and reaction rate material. The ability to interpret the graphs of students at SMA Negeri 4 Takengon is on the "medium" criterion, while the students' mathematical understanding is on the "very high" criterion. Students with visual learning style types are more dominant and have an average score of mathematical understanding and the ability to interpret graphs higher than students with auditorial and kinesthetic learning styles. The result of the correlation coefficient r = 0.912 shows a significant positive relationship between mathematical understanding and the ability to interpret graphs with a "high" and unidirectional interpretation

Using the Somatic, Auditory, Visual, and Intellectual (SAVI) Learning Model for Improving Geometry Ability in Early Childhood

One of the most important areas of mathematics education that must be developed from a young age is geometry. Various studies state that arithmetic, geometry, and measurement are three mathematical disciplines that must be prioritized in early childhood education. This research aims to determine the effect of the Somatic, Auditory, Visual, and Intellectual (SAVI) learning model on the geometric abilities of children aged 5-6 years. This research uses a pre-experimental experimental method with a one-group pretest-posttest design. The sample in this study was 18 children aged 5-6 years old Harapan Bunda Kindergarten Pancung Sol Pesisir Selatan. Data collection was obtained from observation and documentation, then the data was analyzed using paired sample tests. The results obtained in this research are that the SAVI model can improve the geometric abilities of children aged 5-6 years. This is known from the results of the paired sample t-test, which obtained a significance value of 0.000 < 0.05, which means Ho is rejected and Ha is accepted so that children's initial mathematical abilities, geometry, increase through the SAVI learning model. Children may become actively involved in their education with the help of the SAVI learning model, particularly when it comes to teaching them geometric forms. Because the teacher may utilize real items to aid in learning, children can recognize and retain the geometric forms around them as they grow older. Keywords: SAVI learning model, geometry ability, early childhood

Students' Reading Comprehension in Relation to Learning Style: A Case Study at SMA Insan Cendekia

This research aims to find out whether or not the use of the six thinking hats strategy improves the students’ writing ability. The research was conducted to determine students' reading comprehension levels based on each learning style. This research is a qualitative descriptive method. The subject of this research were students of in second year student at SMA Insan Cendekia. The instruments used in this research were reading comprehension test, The VARK 8.0 questionnaire, and interview. The results of the reading comprehension test, the researcher used two level in reading comprehension. They are literal comprehension level and inferential comprehension level. The results showed that students with Visual learning style has a problem on inferential level, auditory learning style with inferential and literal level, read/write face a problem with inferential and literal, and kinesthetic learning style experiences problem both with literal and inferential level.

“Multimodal” Fits All: Revisiting the Relevance of Perceptual Learning Styles in Higher Education Today

Teaching has been continuously evaluated in light of learning styles research. This highlights the significance of investigating learning styles that may be evolving in tandem with changes in the contemporary era. This study assumes that twenty-first-century students share characteristics not based on unimodal models of learning styles, particularly in higher education. It supports multimodality at both the learning and teaching levels since learners typically prefer and share various learning styles. It employs the field's most influential learning styles framework, Reid's (1987) perceptual learning styles instrument, to investigate the validity of that assumption. To add to and question the corpus of literature that exists in the field, we looked at Saudi university-level learning styles in relation to gender and academic major as independent variables. Participants were identified as English as a foreign language (EFL) student from various academic majors. The quantitative research design of this study revealed that neither academic major nor gender significantly affected the learners’ preferences. Participants demonstrated a diversity of preferences for perceptual learning styles, with minimal overall differences. Nonetheless, they favored auditory learning over group and kinaesthetic styles. It was observed that students with an English major preferred individual learning styles. Research in the field, including the current study, found some discrepancies in PLS tendencies across different contexts and factors. With such inconsistent patterns, multimodal education is a good opportunity for teachers and educationists.

An Interdisciplinary Protocol for Ventriculoperitoneal Shunt Patient Selection in Normal Pressure Hydrocephalus

BackgroundNormal pressure hydrocephalus (NPH) can be treated with ventriculoperitoneal shunt (VPS) placement, but no broadly implemented indication for VPS exists. MethodsOur protocol consists of physical therapy and occupational therapy practitioners administering validated tests of gait, balance, and cognition before and after lumbar drain (LD) placement. Specific tests include: Timed “Up & Go”, Tinetti Gait and Balance Assessment, Berg Balance Scale, Mini Mental Status Exam, Trail Making Test Part B, and the Rey Auditory and Visual Learning Test. Minimal clinically important difference values for each test were determined from literature review. A retrospective review of patients treated under this protocol was performed. The primary outcomes were candidacy for VPS based on the protocol and patient-reported symptomatic improvement after VPS placement. Results48/75 (64%) patients received VPS. 43/48 (89.6%) of those shunted reported improved symptoms at 6 week follow up. However, 10/22 (45.5%) reported worsening symptoms at 1 year follow up. The mean Tinetti score significantly increased after LD in patients who improved with VPS compared to the no shunt group (4.27 vs -0.48, p<0.001). 6/33 (18%) patients with post-op imaging had a subdural fluid collection identified and 3/49 (6%) had other complications, including 1 seizure, 1 intracerebral hemorrhage, and 1 stroke. ConclusionsStandardized assessment of gait, balance, and cognition before and after temporary CSF diversion identifies patients with NPH likely to benefit from VPS placement with a low complication rate. One year after VPS, approximately half of patients had symptoms recur.