[go: up one dir, main page]

Kooragama et al., 2021 - Google Patents

Speech Master: Natural Language Processing and Deep Learning Approach for Automated Speech Evaluation

Kooragama et al., 2021

Document ID
14700378329183007268
Author
Kooragama K
Jayashanka L
Munasinghe J
Jayawardana K
Tissera M
Buddhika T
Publication year
Publication venue
2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)

External Links

Snippet

Every English speaker wishes to expertise his/her public speaking skills sharply. However, it is extremely difficult and requires a significant amount of practice and experience on an individual basis. This paper introduces a novel online tool “Speech Master” to practice and …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling
    • G10L15/1822—Parsing for meaning understanding
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling
    • G10L15/183—Speech classification or search using natural language modelling using context dependencies, e.g. language models
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L2015/088—Word spotting
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
    • G10L15/065—Adaptation
    • G10L15/07—Adaptation to the speaker
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/274—Grammatical analysis; Style critique
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2705—Parsing
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification
    • G10L17/26—Recognition of special voice characteristics, e.g. for use in lie detectors; Recognition of animal voices
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00-G10L21/00
    • G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00-G10L21/00 specially adapted for particular use
    • G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00-G10L21/00 specially adapted for particular use for comparison or discrimination
    • G10L25/66—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00-G10L21/00 specially adapted for particular use for comparison or discrimination for extracting parameters related to health condition
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/26—Speech to text systems
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00—Speech synthesis; Text to speech systems

Similar Documents

Publication Publication Date Title
Macary et al. On the use of self-supervised pre-trained acoustic and linguistic features for continuous speech emotion recognition
CN111833853B (en) Voice processing method and device, electronic equipment and computer readable storage medium
US8843372B1 (en) Natural conversational technology system and method
Pan et al. Spanish MEACorpus 2023: A multimodal speech–text corpus for emotion analysis in Spanish from natural environments
Macary et al. AlloSat: A new call center french corpus for satisfaction and frustration analysis
US20230298615A1 (en) System and method for extracting hidden cues in interactive communications
Kopparapu Non-linguistic analysis of call center conversations
CN110675292A (en) Child language ability evaluation method based on artificial intelligence
Schmitt et al. Towards adaptive spoken dialog systems
Shah et al. First workshop on speech processing for code-switching in multilingual communities: Shared task on code-switched spoken language identification
Scholten et al. Learning to recognise words using visually grounded speech
Dyriv et al. The user's psychological state identification based on Big Data analysis for person's electronic diary
Sergidou et al. Frequent-words analysis for forensic speaker comparison
Pérez-Espinosa et al. Using acoustic paralinguistic information to assess the interaction quality in speech-based systems for elderly users
Bu et al. Roadmap towards superhuman speech understanding using large language models
Tomokiyo Recognizing non-native speech: characterizing and adapting to non-native usage in LVCSR
Shirali-Shahreza et al. Better replacement for TTS naturalness evaluation
Jiao et al. Objective intelligibility assessment by automated segmental and suprasegmental listening error analysis
Ward et al. A collection of pragmatic-similarity judgments over spoken dialog utterances
Wu et al. Aligning spoken dialogue models from user interactions
Kooragama et al. Speech Master: Natural Language Processing and Deep Learning Approach for Automated Speech Evaluation
Johnson et al. An analysis of large language models for African American English speaking children’s oral language assessment
Ollerenshaw et al. Empirical interpretation of the relationship between speech acoustic context and emotion recognition
Zhang et al. Multi‐feature intelligent oral English error correction based on few‐shot learning technology
Rohanian Multimodal Assessment of Cognitive Decline: Applications in Alzheimer’s Disease and Depression