Copertina

Unveiling Hidden Factors: Explainable AI for Feature Boosting in Speech Emotion Recognition

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Nfissi, Alaa, Bouachir, Wassim, Bouguila, Nizar, Mishara, Brian
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Audio and Speech Processing Artificial Intelligence Computation and Language Machine Learning Sound I.2.7; I.2.6; I.2.1; I.2.8
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Iterative Feature Boosting for Explainable Speech Emotion Recognition
di: Nfissi, Alaa, et al.
Pubblicazione: (2024)

SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition
di: Nfissi, Alaa, et al.
Pubblicazione: (2025)

Beyond Deep Learning: Speech Segmentation and Phone Classification with Neural Assemblies
di: Adelson, Trevor, et al.
Pubblicazione: (2026)

Enhancing Speech Emotion Recognition Leveraging Aligning Timestamps of ASR Transcripts and Speaker Diarization
di: Wang, Hsuan-Yu, et al.
Pubblicazione: (2025)

SpeechAccentLLM: A Unified Framework for Foreign Accent Conversion and Text to Speech
di: Cheng, Zhuangfei, et al.
Pubblicazione: (2025)

A Baseline Multimodal Approach to Emotion Recognition in Conversations
di: Yeste, Víctor, et al.
Pubblicazione: (2026)

Developing Acoustic Models for Automatic Speech Recognition in Swedish
di: Salvi, Giampiero
Pubblicazione: (2024)

Joint Feature and Output Distillation for Low-complexity Acoustic Scene Classification
di: Li, Haowen, et al.
Pubblicazione: (2025)

SeQuiFi: Mitigating Catastrophic Forgetting in Speech Emotion Recognition with Sequential Class-Finetuning
di: Jain, Sarthak, et al.
Pubblicazione: (2024)

Measuring the Accuracy of Automatic Speech Recognition Solutions
di: Kuhn, Korbinian, et al.
Pubblicazione: (2024)

Deep Feed-Forward Neural Network for Bangla Isolated Speech Recognition
di: Bhadra, Dipayan, et al.
Pubblicazione: (2025)

Automatic Speech Recognition (ASR) for the Diagnosis of pronunciation of Speech Sound Disorders in Korean children
di: Ahn, Taekyung, et al.
Pubblicazione: (2024)

Quantifying the effect of speech pathology on automatic and human speaker verification
di: Halpern, Bence Mark, et al.
Pubblicazione: (2024)

Less Stress, More Privacy: Stress Detection on Anonymized Speech of Air Traffic Controllers
di: Viswanathan, Janaki, et al.
Pubblicazione: (2025)

Thaka at KSAA-2026 Task 2: Regularized Fine-Tuning for Arabic Speech Diacritization
di: Alamr, Meshal, et al.
Pubblicazione: (2026)

SW-ASR: A Context-Aware Hybrid ASR Pipeline for Robust Single Word Speech Recognition
di: Sharma, Manali, et al.
Pubblicazione: (2026)

Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition
di: Phukan, Orchid Chetia, et al.
Pubblicazione: (2024)

Make Some Noise: Towards LLM audio reasoning and generation using sound tokens
di: Mehta, Shivam, et al.
Pubblicazione: (2025)

SemAlignVC: Enhancing zero-shot timbre conversion using semantic alignment
di: Mehta, Shivam, et al.
Pubblicazione: (2025)

Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? -- A computational investigation
di: Khorrami, Khazar, et al.
Pubblicazione: (2021)

Survey Transfer Learning: Recycling Data with Silicon Responses
di: Amini, Ali
Pubblicazione: (2025)

A Voice-based Triage for Type 2 Diabetes using a Conversational Virtual Assistant in the Home Environment
di: Summoogum, Kelvin, et al.
Pubblicazione: (2024)

Multi-View Multi-Task Modeling with Speech Foundation Models for Speech Forensic Tasks
di: Phukan, Orchid Chetia, et al.
Pubblicazione: (2024)

Everyday Speech in the Indian Subcontinent
di: P, Utkarsh
Pubblicazione: (2024)

Prevailing Research Areas for Music AI in the Era of Foundation Models
di: Wei, Megan, et al.
Pubblicazione: (2024)

M6(GPT)3: Generating Multitrack Modifiable Multi-Minute MIDI Music from Text using Genetic algorithms, Probabilistic methods and GPT Models in any Progression and Time Signature
di: Poćwiardowski, Jakub, et al.
Pubblicazione: (2024)

AI and Machine Learning Approaches for Predicting Nanoparticles Toxicity The Critical Role of Physiochemical Properties
di: Yousaf, Iqra
Pubblicazione: (2024)

Delayed Fusion: Integrating Large Language Models into First-Pass Decoding in End-to-end Speech Recognition
di: Hori, Takaaki, et al.
Pubblicazione: (2025)

Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training
di: Robertson, Sean, et al.
Pubblicazione: (2023)

Modeling L1 Influence on L2 Pronunciation: An MFCC-Based Framework for Explainable Machine Learning and Pedagogical Feedback
di: Jahanbin, Peyman
Pubblicazione: (2025)

Suicide Risk Assessment Using Multimodal Speech Features: A Study on the SW1 Challenge Dataset
di: Marie, Ambre, et al.
Pubblicazione: (2025)

Empathy Omni: Enabling Empathetic Speech Response Generation through Large Language Models
di: Wang, Haoyu, et al.
Pubblicazione: (2025)

Should you use a probabilistic duration model in TTS? Probably! Especially for spontaneous speech
di: Mehta, Shivam, et al.
Pubblicazione: (2024)

Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution
di: Phukan, Orchid Chetia, et al.
Pubblicazione: (2024)

Avengers Assemble: Amalgamation of Non-Semantic Features for Depression Detection
di: Phukan, Orchid Chetia, et al.
Pubblicazione: (2024)

Communication Access Real-Time Translation Through Collaborative Correction of Automatic Speech Recognition
di: Kuhn, Korbinian, et al.
Pubblicazione: (2025)

Deepfake audio as a data augmentation technique for training automatic speech to text transcription models
di: Ferreira, Alexandre R., et al.
Pubblicazione: (2023)

ParaNoise-SV: Integrated Approach for Noise-Robust Speaker Verification with Parallel Joint Learning of Speech Enhancement and Noise Extraction
di: Kim, Minu, et al.
Pubblicazione: (2025)

NAAQA: A Neural Architecture for Acoustic Question Answering
di: Abdelnour, Jerome, et al.
Pubblicazione: (2021)

Improving Speech Recognition Accuracy Using Custom Language Models with the Vosk Toolkit
di: Soni, Aniket Abhishek
Pubblicazione: (2025)