Andrew Rosenberg
26 papers · 2004–2024 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Bronze π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(21)
π€
Dynamic Duo
(16)
π¬
Deep Specialist
(11)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(93)
Venues
Top co-authors
Research topics
Machine Learning
(20)
Speech & Audio
(15)
Recognition
(12)
Application Areas
(11)
Learning Types Β· Machine Learning
(9)
Core Methods
(6)
Deep Learning
(4)
Optimization & Theory
(4)
Synthesis
(4)
Artificial Intelligence
(2)
Interdisciplinary
(2)
Architectures
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Social
(2)
Keywords
automatic speech recognition
(8)
data augmentation
(6)
speech recognition
(6)
word error rate
(4)
representation learning
(3)
semi-supervised learning
(2)
modality alignment
(2)
self-supervised learning
(2)
text injection
(2)
text-to-speech synthesis
(2)
acoustic-prosodic feature
(2)
connectionist temporal classification
(2)
speaker embedding
(1)
adversarial training
(1)
voice conversion
(1)
text representation
(1)
semi-supervised training
(1)
multimodal learning
(1)
feature representation
(1)
prosody prediction
(1)
Papers
ASTRA: Aligning Speech and Text Representations for Asr without Sampling
Interspeech 2024
Contemplative Mechanism for Speech Recognition: Speech Encoders can Think
Interspeech 2024
Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models
Interspeech 2024
Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions
Interspeech 2024
Improving Joint Speech-Text Representations Without Alignment
Interspeech 2023
O-1: Self-training with Oracle and 1-best Hypothesis
Interspeech 2023
Using Text Injection to Improve Recognition of Personal Identifiers in Speech
Interspeech 2023
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization
Interspeech 2022
MAESTRO: Matched Speech Text Representations through Modality Matching
Interspeech 2022
Non-Parallel Voice Conversion for ASR Augmentation
Interspeech 2022
Reducing Domain mismatch in Self-supervised speech pre-training
Interspeech 2022
Towards Disentangled Speech Representations
Interspeech 2022
Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation
Interspeech 2021
Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection
Interspeech 2020
SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR
Interspeech 2020
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning
Interspeech 2019
Data Augmentation Improves Recognition of Foreign Accented Speech
Interspeech 2018
Bias and Statistical Significance in Evaluating Speech Synthesis with Mean Opinion Scores
Interspeech 2017
Weakly-Supervised Phrase Assignment from Text in a Speech-Synthesis System Using Noisy Labels
Interspeech 2017
Automatically Classifying Self-Rated Personality Scores from Speech
Interspeech 2016
Combining Acoustic-Prosodic, Lexical, and Phonotactic Features for Automatic Deception Detection
Interspeech 2016
Classification of Prosodic Events using Quantized Contour Modeling
NAACL 2010
Detecting Pitch Accents at the Word, Syllable and Vowel Level
NAACL 2009
V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure
EMNLP 2007
Story Segmentation of Broadcast News in English, Mandarin and Arabic
NAACL 2006
Augmenting the kappa statistic to determine interannotator reliability for multiply labeled data points
NAACL 2004