Video yükleniyor...

Video Yüklenemedi

Ana Sayfaya Dön

BREAKING 🔥: ByteDance launched SeedRealtime, a native audio-visual full-duplex LLM! > SeedRealtime uses a unified architecture to natively fuse audio, video, and text, enabling real-time interaction over continuous multimodal streams and delivering a brand-new "watch, listen, and speak" experience. It is now live on the Doubao App for free,...

testingcatalog's profile picture

🚨 AI News | TestingCatalog

75,172 subscribers

94,643 görüntüleme • 1 ay önce •via X (Twitter)

Bilim & TeknolojiHaberler & Politika
LIVE

Anya Rossi• Live Now

Private livecam show

23 Yorum

🚨 AI News | TestingCatalog profil fotoğrafı
🚨 AI News | TestingCatalog1 ay önce

Documented 🗞️

Alex Volkov profil fotoğrafı
Alex Volkov1 ay önce

Free or charge... holy surveilance

🚨 AI News | TestingCatalog profil fotoğrafı
🚨 AI News | TestingCatalog1 ay önce

I wish it would be testable globally 😬

Alex Volkov profil fotoğrafı
Alex Volkov1 ay önce

we need chinese phone numbers don't we

TheCoderBTW profil fotoğrafı
TheCoderBTW1 ay önce

Full-duplex means it can listen while it talks. Does it actually let you cut in mid-sentence and it stops, or is there still a turn boundary underneath?

Philippe Tremblay profil fotoğrafı
Philippe Tremblay1 ay önce

How do I work for ByteDance? They're crushing it.

Frangel profil fotoğrafı
Frangel1 ay önce

Lets see if this finally makes AI conversations not sound so robotic.

J A Z I I profil fotoğrafı
J A Z I I1 ay önce

Chinese are making everything atp

Hussain Hashim | Building SundayBack profil fotoğrafı
Hussain Hashim | Building SundayBack1 ay önce

@testingcatalog so basically it's like a live stream with AI that actually interacts with you? that's pretty wild. wonder how it'll change online events!

Shinka - AI profil fotoğrafı
Shinka - AI1 ay önce

doubao shipping a native full-duplex multimodal model for free just gave every avatar startup a hard deadline

Inflectiv AI ⧉ profil fotoğrafı
Inflectiv AI ⧉1 ay önce

Making this available for free will give ByteDance a huge amount of real-world interaction data. That's often as valuable as the model itself.

Saeed Anwar profil fotoğrafı
Saeed Anwar1 ay önce

Native multimodal fusion in a full-duplex loop is fundamentally different from bolt-on audio wrappers around a text model, and the latency numbers on turn-taking will be the real test. Has anyone seen benchmarks on interrupt handling or speaker transition lag yet?

AI Mastery Guide profil fotoğrafı
AI Mastery Guide1 ay önce

Full duplex audio and video in one model is a big jump for real time chat

NUS profil fotoğrafı
NUS1 ay önce

wow

James profil fotoğrafı
James1 ay önce

This on edge?!

Nobody profil fotoğrafı
Nobody1 ay önce

Opensource?

StatysTheBaddest profil fotoğrafı
StatysTheBaddest1 ay önce

Me: Why are Chinese people so awkward? Also me: Nvm.. They're engineers.

David T Kramaley profil fotoğrafı
David T Kramaley1 ay önce

full‑duplex multimodal chat flips the script on AI interaction. finally a model that watches and talks simultaneously

Bonsai 🌳 profil fotoğrafı
Bonsai 🌳1 ay önce

Another breakthrough from Chinese developers Not surprising at all

Oleksandr profil fotoğrafı
Oleksandr1 ay önce

mindblown. native audio‑visual duplex blurs the line between perception and response. real‑time chat just leveled up

Rakhul profil fotoğrafı
Rakhul1 ay önce

The real test isn't the architecture, it's latency under load. GPT-4o's omni mode demo'd beautifully too, then shipped with audio disabled for months. Let's see what the actual p95 response time looks like when Doubao scales this beyond early adopters

Jack Li profil fotoğrafı
Jack Li1 ay önce

I see why the cellphone is an obstacle here. We need to obsolete cellphones and get something better.

Adam Aziz profil fotoğrafı
Adam Aziz1 ay önce

@zakariaornot 👀

Benzer Videolar

🚨NEW: CHATGPT LIVE VOICE MODEL NOW DELIVERS REAL-TIME CONVERSATIONAL TRANSLATION Built on a full-duplex architecture, GPT-Live is a new generation of voice models that can listen and speak simultaneously, enabling more natural human-AI interactions. The breakthrough unlocks fluid back-and-forth conversations, real-time translation, and a far more human sense of timing and context.
2:32

🚨NEW: CHATGPT LIVE VOICE MODEL NOW DELIVERS REAL-TIME CONVERSATIONAL TRANSLATION Built on a full-duplex architecture, GPT-Live is a new generation of voice models that can listen and speak simultaneously, enabling more natural human-AI interactions. The breakthrough unlocks fluid back-and-forth conversations, real-time translation, and a far more human sense of timing and context.

Coin Bureau

29,085 görüntüleme • 2 ay önce

GPT-Live is built on a full-duplex architecture, meaning it can listen and speak at the same time.
2:35

GPT-Live is built on a full-duplex architecture, meaning it can listen and speak at the same time.

OpenAI

249,988 görüntüleme • 2 ay önce

NVIDIA just removed the biggest friction point in Voice AI 🤯 They've open-sourced PersonaPlex-7B, a full-duplex conversational model that can listen and speak at the same time. Instead of waiting for you to finish talking, it uses a dual-stream architecture to process and respond in real-time. 100% Open-Source and Free.
0:42

NVIDIA just removed the biggest friction point in Voice AI 🤯 They've open-sourced PersonaPlex-7B, a full-duplex conversational model that can listen and speak at the same time. Instead of waiting for you to finish talking, it uses a dual-stream architecture to process and respond in real-time. 100% Open-Source and Free.

Simplifying AI

278,970 görüntüleme • 8 ay önce

Meet Moshiko and Moshika, the open source Moshi models 📖🟢. Moshi is a 7B text-audio model, capable of doing full-duplex conversations: it can listen and speak at any time. Plus, its inner text monologue improves the generation 💬 All on device🧑‍💻 🔎
0:30

Meet Moshiko and Moshika, the open source Moshi models 📖🟢. Moshi is a 7B text-audio model, capable of doing full-duplex conversations: it can listen and speak at any time. Plus, its inner text monologue improves the generation 💬 All on device🧑‍💻 🔎

Alexandre Défossez

131,467 görüntüleme • 2 yıl önce

🥳 Introducing MiniCPM-o 4.5 The first full-duplex omni-modal LLM in open-source community 🎬🎙️ 🔥 Key Highlights: • Full-duplex Omni-modal Live Streaming: The model can see, listen, and speak simultaneously in a real-time conversation without mutual blocking • Proactive Interaction: Moving beyond reactive QA to performing proactive interaction, such as initiating reminders • Leading Performance: Scoring 77.6 on OpenCompass, it outperforms GPT-4o & Gemini 2.0 Pro in vision-language tasks with 9B params The best part? You can experience all above on your PC! #MiniCPM #OpenSource #MultimodalAI #LLM
2:40

🥳 Introducing MiniCPM-o 4.5 The first full-duplex omni-modal LLM in open-source community 🎬🎙️ 🔥 Key Highlights: • Full-duplex Omni-modal Live Streaming: The model can see, listen, and speak simultaneously in a real-time conversation without mutual blocking • Proactive Interaction: Moving beyond reactive QA to performing proactive interaction, such as initiating reminders • Leading Performance: Scoring 77.6 on OpenCompass, it outperforms GPT-4o & Gemini 2.0 Pro in vision-language tasks with 9B params The best part? You can experience all above on your PC! #MiniCPM #OpenSource #MultimodalAI #LLM

OpenBMB

398,258 görüntüleme • 7 ay önce

H3 Max Director 1.1 is now available. New features for longer, more controllable video generation: - Start with any frame and insert keyframes throughout a generation - Introduce audio at any point, with native audio conditioning - Generate natively in 1080p - Run continuous generations for up to 15 minutes Director adapts to new visual and audio inputs in real time, giving you precise control without breaking continuity.
1:58

H3 Max Director 1.1 is now available. New features for longer, more controllable video generation: - Start with any frame and insert keyframes throughout a generation - Introduce audio at any point, with native audio conditioning - Generate natively in 1080p - Run continuous generations for up to 15 minutes Director adapts to new visual and audio inputs in real time, giving you precise control without breaking continuity.

fal

78,147 görüntüleme • 16 gün önce

Super excited to introduce Gemma 4 12B! 💎 - Multimodal: audio, image, video, and text input - Novel architecture: we removed the multimodal encoders for a unified, streamlined arch - New MacOS desktop app powered by LiteRT - MTP support Excited to see what you build with it!
1:39

Super excited to introduce Gemma 4 12B! 💎 - Multimodal: audio, image, video, and text input - Novel architecture: we removed the multimodal encoders for a unified, streamlined arch - New MacOS desktop app powered by LiteRT - MTP support Excited to see what you build with it!

Omar Sanseviero

125,795 görüntüleme • 3 ay önce

MiniCPM-o 4.5: Seeing, Listening, and Speaking — All at Once. 👁️👂🗣️ ✨Beyond traditional turn-taking, we’ve built a Native Full-Duplex engine that allows a 9B model to see, listen, and speak in one concurrent, non-blocking stream. Watch how it masters real-world complexity in real-time: 🔔 Proactive Auditory Interaction: Interrupts itself to alert you when it hears a "Ding!" while reading cards. 🎨 Temporal Flow Tracking: Follows your pen in real-time, narrating and "mind-reading" your drawing as you sketch. 🍎 Omni-Perception: Scans groceries & identifies prices on the fly. ✨Why it’s a category-leader: 📌Performance: Surpasses GPT-4o and Gemini 2.0 Pro on OpenCompass (Avg. 77.6). 📌Architecture: End-to-end fusion of SigLip2, Whisper, and CosyVoice2 on a Qwen3-8B base. 📌Efficiency: Full-duplex live streaming now runs locally on PCs via llama.cpp-omni. The era of "Wait-and-Response" AI is over. Proactive, real-time intelligence is now open-source. 🚀Experience it on Hugging Face: 🔗 #MiniCPM #Omnimodal #FullDuplex #EdgeAI #OpenSource #ComputerVision
1:31

MiniCPM-o 4.5: Seeing, Listening, and Speaking — All at Once. 👁️👂🗣️ ✨Beyond traditional turn-taking, we’ve built a Native Full-Duplex engine that allows a 9B model to see, listen, and speak in one concurrent, non-blocking stream. Watch how it masters real-world complexity in real-time: 🔔 Proactive Auditory Interaction: Interrupts itself to alert you when it hears a "Ding!" while reading cards. 🎨 Temporal Flow Tracking: Follows your pen in real-time, narrating and "mind-reading" your drawing as you sketch. 🍎 Omni-Perception: Scans groceries & identifies prices on the fly. ✨Why it’s a category-leader: 📌Performance: Surpasses GPT-4o and Gemini 2.0 Pro on OpenCompass (Avg. 77.6). 📌Architecture: End-to-end fusion of SigLip2, Whisper, and CosyVoice2 on a Qwen3-8B base. 📌Efficiency: Full-duplex live streaming now runs locally on PCs via llama.cpp-omni. The era of "Wait-and-Response" AI is over. Proactive, real-time intelligence is now open-source. 🚀Experience it on Hugging Face: 🔗 #MiniCPM #Omnimodal #FullDuplex #EdgeAI #OpenSource #ComputerVision

OpenBMB

115,537 görüntüleme • 7 ay önce

🚀 🚀Excited to announce the technical report of MiniCPM-o 4.5! MiniCPM-o 4.5 transitions #AI interaction from traditional turn-based processing to a real-time, native full-duplex stream-based paradigm. 🌊 The Omni-Flow Framework Instead of traditional VAD-based workarounds, we introduce the #Omni-#Flow framework. This unified stream paradigm aligns video, audio, and text on a synchronized millisecond timeline. • Native Full-Duplex: Simultaneous perception and response. • Proactive Interaction: Natively manages turn-taking without external VAD, supports proactive reminding. 📉 9B Scale, SOTA Performance MiniCPM-o 4.5 demonstrates SOTA multimodal intelligence at its scale: • Multimodal Benchmarks: Comparable to #Gemini 2.5 Flash on MMBench EN (87.6) and MathVista (80.1). • Streaming Evaluation: 54.4% win rate on LiveSports-3K-CC, surpassing specialized models. 💻 The Ultimate Edge AI — Fully Functional without Network Connection We are providing one-click installers for Windows (12G VRAM,RTX 5070) and macOS (M1-M5 Max/ M5 Pro). • Local API Support: Deploy your own inference server to integrate native full-duplex into custom apps. • Free Access: We are offering free community API services for exploration. • 100% Private: Your data never leaves your machine. Deploy in under 10 minutes. 🛠️👇 👐 Join the Open Future The weights are open. The protocol is public. 📄 Technical Report: 💻 GitHub: 🤗 HuggingFace: 🌐 Web Demo: #MiniCPMo #OpenSourceAI #EdgeAI #MachineLearning #ComputerVision #LLM
2:08

🚀 🚀Excited to announce the technical report of MiniCPM-o 4.5! MiniCPM-o 4.5 transitions #AI interaction from traditional turn-based processing to a real-time, native full-duplex stream-based paradigm. 🌊 The Omni-Flow Framework Instead of traditional VAD-based workarounds, we introduce the #Omni-#Flow framework. This unified stream paradigm aligns video, audio, and text on a synchronized millisecond timeline. • Native Full-Duplex: Simultaneous perception and response. • Proactive Interaction: Natively manages turn-taking without external VAD, supports proactive reminding. 📉 9B Scale, SOTA Performance MiniCPM-o 4.5 demonstrates SOTA multimodal intelligence at its scale: • Multimodal Benchmarks: Comparable to #Gemini 2.5 Flash on MMBench EN (87.6) and MathVista (80.1). • Streaming Evaluation: 54.4% win rate on LiveSports-3K-CC, surpassing specialized models. 💻 The Ultimate Edge AI — Fully Functional without Network Connection We are providing one-click installers for Windows (12G VRAM,RTX 5070) and macOS (M1-M5 Max/ M5 Pro). • Local API Support: Deploy your own inference server to integrate native full-duplex into custom apps. • Free Access: We are offering free community API services for exploration. • 100% Private: Your data never leaves your machine. Deploy in under 10 minutes. 🛠️👇 👐 Join the Open Future The weights are open. The protocol is public. 📄 Technical Report: 💻 GitHub: 🤗 HuggingFace: 🌐 Web Demo: #MiniCPMo #OpenSourceAI #EdgeAI #MachineLearning #ComputerVision #LLM

OpenBMB

148,094 görüntüleme • 5 ay önce

Listen, speak, handle interruptions, and call tools in one live conversation. 🎙️ Introducing NVIDIA-NemotronLabs-VoiceChat-11B, NVIDIA’s end-to-end full-duplex model for real-time voice agents. 🤖 🏆 It ranks #2 among open full-duplex models on both VoiceBench and Full-Duplex-Bench 1.0. ⚡ Natural turn-taking responds in ~448 ms, while barge-in lets users interrupt the model with ~480 ms latency. 🛠️ The first open full-duplex model with live tool calling. One unified system handles speech understanding, generation, transcription, and tool execution while keeping the conversation flowing. 🧠 Built with a Fast Conformer, Nemotron Nano v2, and a TTS decoder, trained on ~550K hours of real and synthetic speech. 📜 Research use only. OpenMDW 1.1.
1:24

Listen, speak, handle interruptions, and call tools in one live conversation. 🎙️ Introducing NVIDIA-NemotronLabs-VoiceChat-11B, NVIDIA’s end-to-end full-duplex model for real-time voice agents. 🤖 🏆 It ranks #2 among open full-duplex models on both VoiceBench and Full-Duplex-Bench 1.0. ⚡ Natural turn-taking responds in ~448 ms, while barge-in lets users interrupt the model with ~480 ms latency. 🛠️ The first open full-duplex model with live tool calling. One unified system handles speech understanding, generation, transcription, and tool execution while keeping the conversation flowing. 🧠 Built with a Fast Conformer, Nemotron Nano v2, and a TTS decoder, trained on ~550K hours of real and synthetic speech. 📜 Research use only. OpenMDW 1.1.

ModelScope

22,424 görüntüleme • 1 ay önce

The wait is over 💥 Seedance 2.0 is now on Freepik. EVERY plan. EVERYWHERE → Full cinematic video from a SINGLE prompt → Multimodal: text, image, video, audio → Lip-sync and beat-synced audio built in → Motion control via references Try it now on Freepik
0:28

The wait is over 💥 Seedance 2.0 is now on Freepik. EVERY plan. EVERYWHERE → Full cinematic video from a SINGLE prompt → Multimodal: text, image, video, audio → Lip-sync and beat-synced audio built in → Motion control via references Try it now on Freepik

Magnific

134,079 görüntüleme • 5 ay önce

OPENAI 🔥: GPT-Live-1 is now available on the API and OpenAI Platform! > "GPT‑Live‑1 brings ChatGPT’s natural, full-duplex conversations to the API, with more control over how voice agents speak and act." This lets users build apps and workflows powered by bidirectional voice mode that can delegate tasks to other models. The UI is cool 👀
0:32

OPENAI 🔥: GPT-Live-1 is now available on the API and OpenAI Platform! > "GPT‑Live‑1 brings ChatGPT’s natural, full-duplex conversations to the API, with more control over how voice agents speak and act." This lets users build apps and workflows powered by bidirectional voice mode that can delegate tasks to other models. The UI is cool 👀

🚨 AI News | TestingCatalog

19,916 görüntüleme • 14 gün önce

We partnered with ByteDance. Seedance 2.0 Mini just launched and it's already live on CREAO, 2 days before general API access. 2× faster. Lower cost. Full multimodal video: text, image, audio, video in. Plus editing clips you already have. Built for creators, marketers, and teams shipping at volume. Start creating now.
0:43

We partnered with ByteDance. Seedance 2.0 Mini just launched and it's already live on CREAO, 2 days before general API access. 2× faster. Lower cost. Full multimodal video: text, image, audio, video in. Plus editing clips you already have. Built for creators, marketers, and teams shipping at volume. Start creating now.

Creao AI

134,329 görüntüleme • 3 ay önce

Real-time AI conversations are here! PlayHT, one of the best text-to-speech models I’ve used, now has a latency of less than 300ms. Checkout how fast it outputs audio 🤯 Also, my experience cloning my own voice and links to try it for free are below.
0:30

Real-time AI conversations are here! PlayHT, one of the best text-to-speech models I’ve used, now has a latency of less than 300ms. Checkout how fast it outputs audio 🤯 Also, my experience cloning my own voice and links to try it for free are below.

Alvaro Cintas

335,389 görüntüleme • 2 yıl önce

Wan 3.0 is now live on fal. - Produces native 30-second clips in a single pass without stitching - Omni-reference input: text, image, audio, video, web pages and documents - Reality-grade rendering with improved real-world motion
0:28

Wan 3.0 is now live on fal. - Produces native 30-second clips in a single pass without stitching - Omni-reference input: text, image, audio, video, web pages and documents - Reality-grade rendering with improved real-world motion

fal

53,155 görüntüleme • 1 ay önce

Listen up 🔊 We’ve made some updates to our Gemini Audio models and capabilities: — Gemini’s live speech-to-speech translation capability is rolling out in a beta experience to the Google Translate app, bringing you real-time audio translation that captures the nuance of human speech — Gemini 2.5 Flash and 2.5 Pro Text-to-Speech preview models bring improved adherence to style prompts, precision pacing with context-aware speed adjustments, and character voice consistency for multi-speaker scenarios — Gemini 2.5 Flash Native Audio is now updated, with improvements to handle complex workflows, navigate user instructions, and hold natural conversations
2:50

Listen up 🔊 We’ve made some updates to our Gemini Audio models and capabilities: — Gemini’s live speech-to-speech translation capability is rolling out in a beta experience to the Google Translate app, bringing you real-time audio translation that captures the nuance of human speech — Gemini 2.5 Flash and 2.5 Pro Text-to-Speech preview models bring improved adherence to style prompts, precision pacing with context-aware speed adjustments, and character voice consistency for multi-speaker scenarios — Gemini 2.5 Flash Native Audio is now updated, with improvements to handle complex workflows, navigate user instructions, and hold natural conversations

Google AI

1,094,434 görüntüleme • 9 ay önce

NVIDIA just removed one of the biggest friction points in Voice AI. PersonaPlex-7B is an open-source, full-duplex conversational model. Free, open source (MIT), with open model weights on Hugging Face 🤗 Links to repo and weights in 🧵↓ The traditional ASR → LLM → TTS pipeline forces rigid turn-taking. It’s efficient, but it never feels natural. PersonaPlex-7B changes that. This NVIDIA model can listen and speak at the same time. It runs directly on continuous audio tokens with a dual-stream transformer, generating text and audio in parallel instead of passing control between components. That unlocks: → instant back-channel responses → interruptions that feel human → real conversational rhythm Persona control is fully zero-shot! If you’re building low-latency assistants or support agents, this is a big step forward 🔥
0:42

NVIDIA just removed one of the biggest friction points in Voice AI. PersonaPlex-7B is an open-source, full-duplex conversational model. Free, open source (MIT), with open model weights on Hugging Face 🤗 Links to repo and weights in 🧵↓ The traditional ASR → LLM → TTS pipeline forces rigid turn-taking. It’s efficient, but it never feels natural. PersonaPlex-7B changes that. This NVIDIA model can listen and speak at the same time. It runs directly on continuous audio tokens with a dual-stream transformer, generating text and audio in parallel instead of passing control between components. That unlocks: → instant back-channel responses → interruptions that feel human → real conversational rhythm Persona control is fully zero-shot! If you’re building low-latency assistants or support agents, this is a big step forward 🔥

Charly Wargnier ♨️

566,178 görüntüleme • 8 ay önce

Today we're announcing the open-source release of HunyuanVideo-Foley, our new end-to-end Text-Video-to-Audio (TV2A) framework for generating high-fidelity audio.🚀 This tool empowers creators in video production, filmmaking, and game development to generate professional-grade audio that precisely aligns with visual dynamics and semantic context, addressing key challenges in V2A generation.🔊 Key Innovations: 🔹Exceptional Generalization: Trained on a massive 100k-hour multimodal dataset, the model generates contextually-aware soundscapes for a wide range of scenes, from natural landscapes to animated shorts. 🔹Balanced Multimodal Response: Our innovative multimodal diffusion transformer (MMDiT) architecture ensures the model balances video and text cues, generating rich, layered sound effects that capture every detail—from the main subject to subtle background elements. 🔹High-Fidelity Audio: Using a Representation Alignment (REPA) loss function and a powerful Audio VAE, we've improved generation stability and producing professional-grade audio, free of noise and inconsistencies. HunyuanVideo-Foley achieves SOTA on multiple benchmarks, surpassing all open-source models in audio quality, visual-semantic alignment, and temporal alignment. 👉Try it now: 🌐Project Page: 🔗Code: 📄Technical Report: 🤗Hugging Face:
1:16

Today we're announcing the open-source release of HunyuanVideo-Foley, our new end-to-end Text-Video-to-Audio (TV2A) framework for generating high-fidelity audio.🚀 This tool empowers creators in video production, filmmaking, and game development to generate professional-grade audio that precisely aligns with visual dynamics and semantic context, addressing key challenges in V2A generation.🔊 Key Innovations: 🔹Exceptional Generalization: Trained on a massive 100k-hour multimodal dataset, the model generates contextually-aware soundscapes for a wide range of scenes, from natural landscapes to animated shorts. 🔹Balanced Multimodal Response: Our innovative multimodal diffusion transformer (MMDiT) architecture ensures the model balances video and text cues, generating rich, layered sound effects that capture every detail—from the main subject to subtle background elements. 🔹High-Fidelity Audio: Using a Representation Alignment (REPA) loss function and a powerful Audio VAE, we've improved generation stability and producing professional-grade audio, free of noise and inconsistencies. HunyuanVideo-Foley achieves SOTA on multiple benchmarks, surpassing all open-source models in audio quality, visual-semantic alignment, and temporal alignment. 👉Try it now: 🌐Project Page: 🔗Code: 📄Technical Report: 🤗Hugging Face:

Tencent Hy

122,706 görüntüleme • 1 yıl önce

Introducing GPT-4o, our new model which can reason across text, audio, and video in real time. It's extremely versatile, fun to play with, and is a step towards a much more natural form of human-computer interaction (and even human-computer-computer interaction):
5:54

Introducing GPT-4o, our new model which can reason across text, audio, and video in real time. It's extremely versatile, fun to play with, and is a step towards a much more natural form of human-computer interaction (and even human-computer-computer interaction):

Greg Brockman

4,362,928 görüntüleme • 2 yıl önce