Norizah Ardi
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View article: Depression prediction using machine learning: a review
Depression prediction using machine learning: a review Open
Predicting depression can mitigate tragedies. Numerous works have been proposed so far using machine learning algorithms. This paper reviews publications from online electronic databases from 2016 to 2020 that use machine learning techniqu…
View article: Utilising Target Adjacency Information for Multi-target Prediction
Utilising Target Adjacency Information for Multi-target Prediction Open
In this paper, we explored how information on the cost of misprediction can be used to train supervised learners for multi-target prediction (MTP). In particular, our work uses depression, anxiety and stress severity level prediction as th…
View article: Speech Acts in Trials of Underage Sexual Criminal Case
Speech Acts in Trials of Underage Sexual Criminal Case Open
Language usage in a court trial of a criminal case is usually associated with utterances that lead to justification of the imposed punishment for the offender. Utterances of justification are usually categorized as a performative speech ac…
View article: Politeness Strategies in the Criminal Trial
Politeness Strategies in the Criminal Trial Open
Politeness is one of the aspects in pragmatic studies that is still relevant to this day. In court trials, whether involving criminal or civil case trials, the speakers is bound by the court ethics. The legal mechanism includes legislation…
View article: Speech Act of Flaming in Twitter Status
Speech Act of Flaming in Twitter Status Open
Speech acts are a way to conceptualize speech as an action. Speech act of flaming is an utterance that expresses insults; swearing; and hateful; intense language in hostile online interaction. Flaming is an expressive speech act and often …
View article: Formant characteristics of Malay vowels
Formant characteristics of Malay vowels Open
The purpose of this study was to investigate and examined the eight vowels formant characteristic of Malay language. Previous research of Malay language only investigated six basic vowels /a/, /e/, /i/, /o/, /u/, /ə/. The vowels /ɔ/, /ε/ t…
View article: Audio file of Malay diphthong (dataset)
Audio file of Malay diphthong (dataset) Open
This dataset provides the spoken audio for the diphthong /au/, /ai/, /oi/ and /ui/ from district regions of Selangor (standard), Perlis, Kedah, and Pulau Pinang located in Malaysia. The overall recording of the audio spontaneous speech is …
View article: Audio file of Malay diphthong (dataset)
Audio file of Malay diphthong (dataset) Open
This dataset provides the spoken audio for the diphthong /au/, /ai/, /oi/ and /ui/ from district regions of Selangor (standard), Perlis, Kedah, and Pulau Pinang located in Malaysia. The overall recording of the audio spontaneous speech is …
View article: FORMANT CHARACTERISTICS OF MALAY VOWELS OF PERLIS, KELANTAN AND TERENGGANU
FORMANT CHARACTERISTICS OF MALAY VOWELS OF PERLIS, KELANTAN AND TERENGGANU Open
The pronunciation of Malay vowels are taught according to the International Phonetic Association transcription sound chart. The documentation for pronunciations are conducted by describing and distinguishing the vowel’s sound through imp…
View article: Visual Design for Malay Consonants Pronunciation
Visual Design for Malay Consonants Pronunciation Open
Numerous studies on text visualization have been long conducted around the world for distant and close reading. Nevertheless, in Malay language, a lot of research works on text visualization are focusing more on distant reading as compared…
View article: Emolah: A Malay Language Spontaneous Speech Emotion Recognition on iOS Platform
Emolah: A Malay Language Spontaneous Speech Emotion Recognition on iOS Platform Open
This paper presented the implementation of spontaneous speech emotion recognition (SER) using smartphone on iOS platform. The novelty of this work is at the time of writing, no similar work has been done using Malay language spontaneous sp…
View article: An Overview of Information Visualization for Malay Poetry Studies
An Overview of Information Visualization for Malay Poetry Studies Open
Information visualization is an application that represents data in a graphical form and meaningful way.In poetry studies, graphics can offer an excellent approach for exploring and presenting features of poetic elements. The significances…
View article: The first Malay language storytelling text-to-speech (TTS) corpus for humanoid robot storytellers
The first Malay language storytelling text-to-speech (TTS) corpus for humanoid robot storytellers Open
This paper describes the process undertaken and criteria considered in acquiring a storytellingspeech corpus of Malay language towards the development of humanoid storyteller. Thespeech corpus contains 464 speech sentences, 4,656 words and…
View article: Rule-Based Storytelling Text-to-Speech (TTS) Synthesis
Rule-Based Storytelling Text-to-Speech (TTS) Synthesis Open
\nIn recent years, various real life applications such as talking books, gadgets and humanoid robots have drawn the attention to pursue research in the area of expressive speech synthesis. Speech synthesis is widely used in various applica…