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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
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Papers (including subtopics)

Fine-Tuning Strategies for Dutch Dysarthric Speech Recognition: Evaluating the Impact of Healthy, Disease-Specific, and Speaker-Specific Data INTERSPEECH 2024
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation INTERSPEECH 2024
An Exploration of Length Generalization in Transformer-Based Speech Enhancement INTERSPEECH 2024
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement INTERSPEECH 2024
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease INTERSPEECH 2024
Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models INTERSPEECH 2024
When Whisper Listens to Aphasia: Advancing Robust Post-Stroke Speech Recognition INTERSPEECH 2024
Fine-tune Pre-Trained Models with Multi-Level Feature Fusion for Speaker Verification INTERSPEECH 2024
Efficient Integrated Features Based on Pre-trained Models for Speaker Verification INTERSPEECH 2024
Towards Audio Codec-based Speech Separation INTERSPEECH 2024
SilentCipher: Deep Audio Watermarking INTERSPEECH 2024
HarmoNet: Partial DeepFake Detection Network based on Multi-scale HarmoF0 Feature Fusion INTERSPEECH 2024
Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation INTERSPEECH 2024
LearnerVoice: A Dataset of Non-Native English Learners’ Spontaneous Speech INTERSPEECH 2024
Leveraging Adapter for Parameter-Efficient ASR Encoder INTERSPEECH 2024
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition INTERSPEECH 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR INTERSPEECH 2024
Interface Design for Self-Supervised Speech Models INTERSPEECH 2024
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper INTERSPEECH 2024
Exploring adaptation techniques of large speech foundation models for low-resource ASR: a case study on Northern Sámi INTERSPEECH 2024
VoxSim: A perceptual voice similarity dataset INTERSPEECH 2024
Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification INTERSPEECH 2024
Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models INTERSPEECH 2024
Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training INTERSPEECH 2024
Speech and Language Recognition with Low-rank Adaptation of Pretrained Models INTERSPEECH 2024