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)

Quantifying Unintended Memorization in BEST-RQ ASR Encoders INTERSPEECH 2024
Sparse Binarization for Fast Keyword Spotting INTERSPEECH 2024
Audio Editing with Non-Rigid Text Prompts INTERSPEECH 2024
Gender and Language Identification in Multilingual Models of Speech: Exploring the Genericity and Robustness of Speech Representations INTERSPEECH 2024
Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning INTERSPEECH 2024
Conformer without Convolutions INTERSPEECH 2024
HypR: A comprehensive study for ASR hypothesis revising with a reference corpus INTERSPEECH 2024
Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition INTERSPEECH 2024
Transformer-based Model for ASR N-Best Rescoring and Rewriting INTERSPEECH 2024
Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata INTERSPEECH 2024
Non-Linear Inference Time Intervention: Improving LLM Truthfulness INTERSPEECH 2024
VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech INTERSPEECH 2024
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study INTERSPEECH 2024
DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models INTERSPEECH 2024
Exploring Pre-trained Speech Model for Articulatory Feature Extraction in Dysarthric Speech Using ASR INTERSPEECH 2024
LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information INTERSPEECH 2024
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024
LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis INTERSPEECH 2024
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios INTERSPEECH 2024
Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification INTERSPEECH 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling INTERSPEECH 2024
What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR INTERSPEECH 2024
Self-Supervised Learning for ASR Pre-Training with Uniquely Determined Target Labels and Controlling Cepstrum Truncation for Speech Augmentation INTERSPEECH 2024
MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations INTERSPEECH 2024
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units INTERSPEECH 2024