speech processing

478 papers

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multimodal learning (4622) automatic speech recognition (1764) speech recognition (1223) self-supervised learning (3751) representation learning (6174) large language model (12755) acoustic feature (265) neural network (6616) speech analysis (363) feature extraction (1578)

Papers

Team ML_Forge@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025

Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data AACL 2025

StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies AACL 2025

On The Performance of EMA-synchronized Speech and Stand-alone Speech in Acoustic-to-articulatory Inversion INTERSPEECH 2024

ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting INTERSPEECH 2024

Experimenting with Discourse Segmentation of Taiwan Southern Min Spontaneous Speech EACL 2024

Towards Classifying Mother Tongue from Infant Cries - Findings Substantiating Prenatal Learning Theory INTERSPEECH 2024

Post-Net: A linguistically inspired sequence-dependent transformed neural architecture for automatic syllable stress detection INTERSPEECH 2024

Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration EACL 2024

On the social bias of speech self-supervised models INTERSPEECH 2024

Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech INTERSPEECH 2024

On Comparing Time- and Frequency-Domain Rhythm Measures in Classifying Assamese Dialects INTERSPEECH 2024

AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents EACL 2024

UWBA at SemEval-2024 Task 3: Dialogue Representation and Multimodal Fusion for Emotion Cause Analysis NAACL 2024

BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NIPS 2024

A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024

FINALLY: fast and universal speech enhancement with studio-like quality NIPS 2024

MultiPA: A Multi-task Speech Pronunciation Assessment Model for Open Response Scenarios INTERSPEECH 2024

Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances CONLL 2024

R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024

BESST Dataset: A Multimodal Resource for Speech-based Stress Detection and Analysis INTERSPEECH 2024

Towards efficient self-supervised representation learning in speech processing EACL 2024

Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing ACL 2024

Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline COLING 2024

Linear-Complexity Self-Supervised Learning for Speech Processing INTERSPEECH 2024