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Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals ...
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Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model ...
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Towards automatic detection and classification of orca (Orcinus orca) calls using cross-correlation methods ...
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Computational timbre and tonal system similarity analysis of the music of Northern Myanmar-based Kachin compared to Xinjiang-based Uyghur ethnic groups ...
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Abstract:
The music of Northern Myanmar Kachin ethnic group is compared to the music of western China, Xijiang based Uyghur music, using timbre and pitch feature extraction and machine learning. Although separated by Tibet, the muqam tradition of Xinjiang might be found in Kachin music due to myths of Kachin origin, as well as linguistic similarities, e.g., the Kachin term 'makan' for a musical piece. Extractions were performed using the apollon and COMSAR (Computational Music and Sound Archiving) frameworks, on which the Ethnographic Sound Recordings Archive (ESRA) is based, using ethnographic recordings from ESRA next to additional pieces. In terms of pitch, tonal systems were compared using Kohonen self-organizing map (SOM), which clearly clusters Kachin and Uyghur musical pieces. This is mainly caused by the Xinjiang muqam music showing just fifth and fourth, while Kachin pieces tend to have a higher fifth and fourth, next to other dissimilarities. Also, the timbre features of spectral centroid and spectral ... : 12 pages, 9 figures ...
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Keyword:
Audio and Speech Processing eess.AS; FOS Biological sciences; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Neurons and Cognition q-bio.NC; Sound cs.SD
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URL: https://arxiv.org/abs/2103.08203 https://dx.doi.org/10.48550/arxiv.2103.08203
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Acoustical Analysis of Speech Under Physical Stress in Relation to Physical Activities and Physical Literacy ...
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Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition ...
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Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia ...
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An algorithm for onset detection of linguistic segments in continuous electroencephalogram signals ...
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The "Sound of Silence" in EEG -- Cognitive voice activity detection ...
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Emergent Jaw Predominance in Vocal Development through Stochastic Optimization ...
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Towards Automated Assessment of Stuttering and Stuttering Therapy ...
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Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex.
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In: PLoS computational biology, vol 15, iss 9 (2019)
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Moonstone: a novel natural language processing system for inferring social risk from clinical narratives.
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In: Journal of biomedical semantics, vol 10, iss 1 (2019)
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Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions.
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In: Journal of computational biology : a journal of computational molecular cell biology, vol 26, iss 1 (2019)
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Identifying Mood Episodes Using Dialogue Features from Clinical Interviews ...
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Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions
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In: Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar; Chang, Kai-Wei; & Li, Jingyi Jessica. (2018). Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions. JOURNAL OF COMPUTATIONAL BIOLOGY, 26(1), 38 - 52. doi:10.1089/cmb.2018.0093. UCLA: Retrieved from: http://www.escholarship.org/uc/item/3j1294zk (2018)
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