10 papers
Voices of the Mountains: Deep Learning-Based Vocal Error Detection System for Kurdish Maqams
Darvan Shvan Khairaldeen, Hossein Hassani
Maqam, a singing type, is a significant component of Kurdish music. A maqam singer receives training in a traditional face-to-face or through self-training. Automatic Singing Asses…
I can tell whether you are a Native Hawlêri Speaker! How ANN, CNN, and RNN perform in NLI-Native Language Identification
Hardi Garari, Hossein Hassani
Native Language Identification (NLI) is a task in Natural Language Processing (NLP) that typically determines the native language of an author through their writing or a speaker th…
Mining Mental Health Signals: A Comparative Study of Four Machine Learning Methods for Depression Detection from Social Media Posts in Sorani Kurdish
Idrees Mohammed, Hossein Hassani
Depression is a common mental health condition that can lead to hopelessness, loss of interest, self-harm, and even suicide. Early detection is challenging due to individuals not s…
Idiom Detection in Sorani Kurdish Texts
Skala Kamaran Omer, Hossein Hassani
Idiom detection using Natural Language Processing (NLP) is the computerized process of recognizing figurative expressions within a text that convey meanings beyond the literal inte…
Which one Performs Better? Wav2Vec or Whisper? Applying both in Badini Kurdish Speech to Text (BKSTT)
Renas Adnan, Hossein Hassani
Speech-to-text (STT) systems have a wide range of applications. They are available in many languages, albeit at different quality levels. Although Kurdish is considered a less-reso…
Automatic Text Summarization (ATS) for Research Documents in Sorani Kurdish
Rondik Hadi Abdulrahman, Hossein Hassani
Extracting concise information from scientific documents aids learners, researchers, and practitioners. Automatic Text Summarization (ATS), a key Natural Language Processing (NLP)…