Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:55:13.974487Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 100 of 245 outbound references and 1 inbound Pith citation observation for arXiv:2501.03536.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:55:13.974487Z
One-hop event checks from named stored sources.
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Pith citing papers itemized under the disclosed page cap.
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A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T05:30:23.456663Z
100 of 245 outbound references displayed
External citation measurements
1
pith, observed 2026-08-10T05:30:23.456663Z
Observation 703e4a77-df03-4c8b-95de-f44484d9ee03 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications New developments in understanding the complexity of human speech production,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Dif- ferential diagnosis of hoarseness,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Apraxia of speech: An overview,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications An automatic measure for speech intelligibility in dysarthrias—validation across multiple languages and neurological disorders,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Aphasia in dementia of the Alzheimer type,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications The apraxia of speech rating scale : A tool for diagnosis and description of apraxia of speech,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Frequency of speech disruptions in Parkinson’s disease and developmental stuttering: A comparison among speech tasks,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Unresolved cited work
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications A forced Gaussians based methodology for the differential evaluation of Parkinson’s disease by means of speech processing,
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Observation b46cd0f4-81fa-44d3-991d-bac97687d3d3 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Unresolved cited work
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Observation e76d9074-2e6c-45c7-ab58-edf03d030810 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Global, re- gional, and national burden of Parkinson’s disease, 1990–2016: a systematic analysis for the global burden of disease study 2016,
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Observation cbf9b670-fa6f-4961-be18-c3cbadf66550 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications World Alzheimer report 2015,
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Observation b39d3d6d-511c-41a2-ba13-fda55e7b1e02 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Projected increase in Amyotrophic Lateral Sclerosis from 2015 to 2040,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Imprecise vowel articulation as a potential early marker of parkinson’s disease: Effect of speaking task,
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Observation 52f3ca75-92f0-4608-bbf1-1c1fcafe0ae3 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Unresolved cited work
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Investigating voice as a biomarker: Deep phenotyping meth- ods for early detection of Parkinson’s disease,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Progressive Apraxia of Speech as a sign of motor neuron disease,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Unresolved cited work
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Observation 6ddb71c7-3c9c-45ce-81b3-232ef7a1c9da · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Consensus auditory-perceptual evaluation of voice: Development of a standardized clinical protocol,
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Observation ff5f242a-b89b-40ce-9cfc-8812e83ea9c9 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Diagnosis of voice disorders,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Automatic assess- ment of voice quality according to the GRBAS scale,
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Observation bb0fffe4-4b49-4961-8c73-8fa41668df90 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Factor structure of the unified Parkinson’s disease rating scale: Motor examination section,
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Observation b80e894c-5a9b-4a63-bd39-5a8199d526e6 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Gauging the auditory dimensions of dysarthric impairment: Reliability and construct validity of the Bogenhausen dysarthria scales (BoDyS),
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Unresolved cited work
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Observation 90d34614-1b5c-4f6a-9ae7-45d5179b8848 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Lis- tener agreement for auditory-perceptual ratings of dysarthria,
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Observation 42b08038-4f54-413b-a320-d42024b630e3 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Accuracy and inter-observer varia- tion in the classification of dysarthria from speech recordings,
Reference 30
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Observation 3f9365d6-e6da-4511-86a5-f24d71b25776 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications On the impact of dysarthric speech on contemporary ASR cloud platforms,
Reference 31
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Observation 4094bc05-52a3-443d-bc65-f1ba0015df18 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Recent progress in the CUHK dysarthric speech recognition system,
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Observation d6bfb275-5738-4a9b-b7e0-710f26fc24d1 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Formant re-synthesis of dysarthric speech,
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Observation dc57ed27-9dfd-40cc-b516-3a6e7243f56c · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Synthesizing dysarthric speech using multi-speaker TTS for dysarthric speech recognition,
Reference 34
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Observation 9bdd6525-0187-416a-9ab7-67a2c2045838 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Using HMM-based speech synthesis to reconstruct the voice of individuals with degenerative speech disorders,
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Observation 38eeeb17-144a-4185-a95d-5beb1ad02c09 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Speech-input speech-output communication for dysarthric speakers using HMM-based speech recognition and adaptive synthesis system,
Reference 36
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Observation d4cc399d-9407-4ea7-8bf4-33b7a4db9c54 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Improving dysarthric speech intelligibility using cycle-consistent adversarial training,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications An objective evaluation frame- work for pathological speech synthesis,
Reference 38
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Observation a9c75a4e-ff0b-4de5-b745-cc9ee30c4791 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Spectro- temporal representation of speech for intelligibility assessment of dysarthria,
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Observation e3fde72d-c894-449d-8f27-d516685048b1 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Improved speaker independent dysarthria intelligibility classification us- ing deepspeech posteriors,
Reference 40
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications On the design of automatic voice condition analysis systems. part ii: Review of speaker recognition techniques and study on the effects of different variability factors,
Reference 41
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Observation a532cf4c-e6df-4b6f-85a7-d489ac5d4873 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Advances in Parkinson’s disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects,
Reference 42
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Quantifying articulatory impairments in neurode- generative motor diseases: A scoping review and meta-analysis of interpretable acoustic features,
Reference 44
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications An intro- duction to machine learning for speech-language pathologists: Concepts, terminology, and emerging applications,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Exploring the role of machine learning in diagnosing and treating speech disorders: A systematic literature review,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications V oice disorder recognition using machine learning: A scoping review protocol,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications V oice disorder detection using machine learning algorithms: An application in speech and language pathology,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Machine learning-and statistical-based voice analysis of Parkinson’s disease patients: A survey,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Pathological speech processing: State-of-the- art, current challenges, and future directions,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications The TORGO database of acoustic and articulatory speech from speakers with dysarthria,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications New Spanish speech corpus database for the analysis of people suffering from Parkinson’s disease,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications MoSpeeDi-ChaSpeePro dataset,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications The Nemours database of dysarthric speech,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Development of a Cantonese dysarthric speech corpus,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications The Atlanta Motor Speech Disorders Corpus: Motivation, Devel- opment, and Utility,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications A Dutch dysarthric speech database for individual- ized speech therapy research,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications EasyCall corpus: A dysarthric speech dataset,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Dutch corpus of pathological and normal speech (COPAS),
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Unveiling early signs of Parkinson’s dis- ease via a longitudinal analysis of celebrity speech recordings,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Saarbr ¨ucken V oice Database,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Collection and analysis of a Parkinson speech dataset with multiple types of sound recordings,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Acoustic tracking of pitch, modal, and subharmonic vibrations of vocal folds in Parkinson’s disease and Parkinsonism,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Slovak database of speech affected by neurodegenerative diseases,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Suppressing noise disparity in train- ing data for automatic pathological speech detection,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications V owel acoustics in dysarthria: Speech disorder diagnosis and classification,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Speech’s syllabic rhythm and articulatory features produced under different auditory feedback conditions identify Parkinsonism,
Reference 73
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Acoustic characteristics of normal and patholog- ical voices,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications V oiced/unvoiced transitions in speech as a potential bio- marker to detect Parkinson’s disease,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Spectro-temporal sparsity charac- terization for dysarthric speech detection,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Experimental investigation on STFT phase representations for deep learning-based dysarthric speech detection,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Raw speech waveform based classification of patients with ALS, Parkinson’s disease and healthy controls using CNN-BLSTM,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Investigating self- supervised pretraining frameworks for pathological speech IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, VOL. XX, NO. XX, DECEMBER 2024 15 recognition,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications OpenSmile: The Munich versatile and fast open-source audio feature extractor,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Dysarthric speech classification using glottal features computed from non-words, words and sentences,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Learning to detect dysarthria from raw speech,
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Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Dysarthric speech classification from coded telephone speech using glottal features,
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Observation 65e052b6-f7b3-423f-8d74-97c14c06ba22 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Recognising emotions in dysarthric speech using typical speech data,
Reference 85
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Observation 2cd124da-289d-4ed4-9e4e-d2c3856e3491 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Auto- matic discrimination of apraxia of speech and dysarthria using a minimalistic set of handcrafted features,
Reference 86
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Observation f67497bb-94aa-40b7-acd8-f07421801784 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Automatic assessment of intelligi- bility in speakers with dysarthria from coded telephone speech using glottal features,
Reference 87
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Observation 4befc52f-ab06-46c7-8ae3-18949edf8c75 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Au- tomatic and perceptual discrimination between dysarthria, apraxia of speech, and neurotypical speech,
Reference 88
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Observation 01155ce9-5f3d-4f3c-8e60-a6a4d78dd3f4 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Automatic speaker independent dysarthric speech intelligibility assess- ment system,
Reference 89
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Observation 8602f216-4108-4a7d-bf2a-aa7d2a38eab1 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Automated dysarthria severity classification: A study on acoustic features and deep learning techniques,
Reference 90
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Observation fa509469-2998-4735-9998-38d24c47cb3d · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Pre-trained models for detection and severity level classification of dysarthria from speech,
Reference 91
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Observation 38e6c241-9d99-4316-99fd-ee6841524d3b · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Impact of speech mode in automatic pathological speech detection,
Reference 92
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Observation 64b4f830-e7b2-4da5-8c0d-bbc4287f7a69 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Paralinguistic and spectral feature extrac- tion for speech emotion classification using machine learning techniques,
Reference 93
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Observation 546686ec-89e7-4436-92a2-eb7f52950a01 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Use of global and acoustic features associated with contextual factors to adapt language models for spontaneous speech recognition
Reference 94
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Observation 5c2113fb-59b6-41c8-8bb0-cb663c2bfa39 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Artificial neural net- works as speech recognisers for dysarthric speech: Identifying the best-performing set of MFCC parameters and studying a speaker-independent approach,
Reference 95
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Observation d98fbf2a-0e8e-4b76-86e5-a19af47b69e9 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Recognition of dysarthric speech using voice parameters for speaker adap- tation and multi-taper spectral estimation,
Reference 96
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Observation b1453524-a18e-47d2-919e-4f063f384fab · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications An automatic diagnosis and assessment of dysarthric speech using speech disorder specific prosodic features,
Reference 97
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Observation 9f08e2d8-132e-4cd6-a5a4-af200b768f6a · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Automatic recognition system for dysarthric speech based on MFCC’s, PNCC’s, jitter and shimmer coefficients,
Reference 98
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Observation f45c8cc2-b763-466d-8ead-9db7052cdd15 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Classification of dysarthric speech according to the severity of impairment: An analysis of acoustic features,
Reference 99
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Observation 896cd650-fb3d-4ef9-abd9-4deb0582dfa9 · outbound
Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications Deep neural network architectures for dysarthric speech analysis and recognition,
Reference 100
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Observation 20848df1-5b8c-4061-a8f0-0bee27aa9252 · inbound
Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications
Reference 1
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