conftrace_
← Deep Learning
Deep Learning ›

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
30
847
998
'10
'15
'20
'25

Papers (including subtopics)

Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
Recursive Sound Source Separation with Deep Learning-based Beamforming for Unknown Number of Sources INTERSPEECH 2023
Learning Local to Global Feature Aggregation for Speech Emotion Recognition INTERSPEECH 2023
Streaming Parrotron for on-device speech-to-speech conversion INTERSPEECH 2023
Cross-utterance Conditioned Coherent Speech Editing INTERSPEECH 2023
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants INTERSPEECH 2023
Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system INTERSPEECH 2023
Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation INTERSPEECH 2023
Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization INTERSPEECH 2023
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models INTERSPEECH 2023
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement INTERSPEECH 2023
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression INTERSPEECH 2023
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression INTERSPEECH 2023
FlexiAST: Flexibility is What AST Needs INTERSPEECH 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
ProsAudit, a prosodic benchmark for self-supervised speech models INTERSPEECH 2023
Reversible Neural Networks for Memory-Efficient Speaker Verification INTERSPEECH 2023
Instance-based Temporal Normalization for Speaker Verification INTERSPEECH 2023
Two Stage Contextual Word Filtering for Context Bias in Unified Streaming and Non-streaming Transducer INTERSPEECH 2023
miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge INTERSPEECH 2023
Exploration on HuBERT with Multiple Resolution INTERSPEECH 2023
Cascaded encoders for fine-tuning ASR models on overlapped speech INTERSPEECH 2023
Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression INTERSPEECH 2023
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition INTERSPEECH 2023
Audio-Visual Fusion using Multiscale Temporal Convolutional Attention for Time-Domain Speech Separation INTERSPEECH 2023