SeamlessM4T-Massively Multilingual & Multimodal Machine Translation
What does it take to create the Babel Fish, a tool that can help individuals translate speech
between any two languages? While recent breakthroughs in text-based models have …
between any two languages? While recent breakthroughs in text-based models have …
Recent advances in hate speech moderation: Multimodality and the role of large models
In the evolving landscape of online communication, moderating hate speech (HS) presents
an intricate challenge, compounded by the multimodal nature of digital content. This …
an intricate challenge, compounded by the multimodal nature of digital content. This …
How to tame a toxic player? A systematic literature review on intervention systems for toxic behaviors in online video games
Toxic behavior is known to cause harm in online games. Players regularly experience
negative, hateful, or inappropriate behavior. Interventions, such as banning players or chat …
negative, hateful, or inappropriate behavior. Interventions, such as banning players or chat …
“Bad vibrations”: Sensing toxicity from in-game audio features
Toxicity in online gaming is a problem that causes harm to players, developers, and gaming
communities. Toxic behaviors persist in online multiplayer games for a number of reasons …
communities. Toxic behaviors persist in online multiplayer games for a number of reasons …
Mutox: Universal multilingual audio-based toxicity dataset and zero-shot detector
Research in toxicity detection in natural language processing for the speech modality (audio-
based) is quite limited, particularly for languages other than English. To address these …
based) is quite limited, particularly for languages other than English. To address these …
Adima: Abuse detection in multilingual audio
Abusive content detection in spoken text can be addressed by performing Automatic Speech
Recognition (ASR) and leveraging advancements in natural language processing. However …
Recognition (ASR) and leveraging advancements in natural language processing. However …
Detoxy: A large-scale multimodal dataset for toxicity classification in spoken utterances
Toxic speech, also known as hate speech, is regarded as one of the crucial issues plaguing
online social media today. Most recent work on toxic speech detection is constrained to the …
online social media today. Most recent work on toxic speech detection is constrained to the …
Challenges to Combating Toxicity and Harassment in Multiplayer Games: Involving the HCI Games Research Community
Toxicity is and remains a problem in multiplayer games, and can result in harm for players
and game environments. Grounded in prior work, we present four challenges that impede …
and game environments. Grounded in prior work, we present four challenges that impede …
Lightweight toxicity detection in spoken language: A transformer-based approach for edge devices
Toxicity is a prevalent social behavior that involves the use of hate speech, offensive
language, bullying, and abusive speech. While text-based approaches for toxicity detection …
language, bullying, and abusive speech. While text-based approaches for toxicity detection …
Abusive Speech Detection in Indic Languages Using Acoustic Features
Abusive content in online social networks is a well-known problem that can cause serious
psychological harm and incite hatred. The ability to upload audio data increases the …
psychological harm and incite hatred. The ability to upload audio data increases the …