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

Methods of Automatic Matrix Language Determination for Code-Switched Speech EMNLP 2024

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

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

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

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

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

Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024

Interface Design for Self-Supervised Speech Models INTERSPEECH 2024

This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach INTERSPEECH 2024

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

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

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

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

Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation INTERSPEECH 2024

Data Augmentation for Speech-Based Diacritic Restoration ACL 2024

Modeling probabilistic reduction across domains with Naive Discriminative Learning INTERSPEECH 2024

Multilingual Turn-taking Prediction Using Voice Activity Projection COLING 2024

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

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

Deep Prosodic Features in Tandem with Perceptual Judgments of Word Reduction for Tone Recognition in Conversed Speech INTERSPEECH 2024

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

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

The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024

XANE: eXplainable Acoustic Neural Embeddings INTERSPEECH 2024

Automatic Speech Interruption Detection: Analysis, Corpus, and System COLING 2024