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1.0.0.0 🎧 Bioacoustic Data Foundation & Prep
1.1.0.0 🔊 Raw Signal Processing
1.1.1.0 Biodenoising Focus
1.1.1.1 🧹 Clean noisy 🔊 animal vocalization data first.
1.2.0.0 📊 Dataset Requirements
1.2.1.0 Building Knowledge Base
1.2.1.1 📊 Need large annotated 📝 bioacoustic training datasets.
2.0.0.0 🤖 Core AI Analysis Techniques
2.1.0.0 🤔 Sound Classification & Identification
2.1.1.0 Interpretable Deep Learning
2.1.1.1 🤔 Understand AI bird 🐦 sound model decisions.
2.1.2.0 Fine-Grained Identification
2.1.2.1 🔬 Use AI for individual 🆔 animal monitoring.
2.2.0.0 🧩 Pattern & Structure Analysis
2.2.1.0 Decoding Communication Syntax
2.2.1.1 🧩 Decode animal 🗣️ communication rule patterns discovered.
2.3.0.0 🔊➕👀 Multi-modal Signal Analysis
2.3.1.0 Integrating Sensory Data
2.3.1.1 🤖 Analyze integrated sound 🔊 visual 👀 signals together.
3.0.0.0 🧠 Interpretation & Specific Applications
3.1.0.0 😊 Understanding Meaning & Emotion
3.1.1.0 Affective State Identification
3.1.1.1 😊 Identify animal emotions via 🔊 analyzed sound.
3.2.0.0 🦜 Modeling Learning Processes
3.2.1.0 Computational Vocal Learning
3.2.1.1 🦜 Model how parrots learn 🧠 complex sounds.
3.3.0.0 🌉 Facilitating Interspecies Interaction
3.3.1.0 AI-Mediated Interfaces
3.3.1.1 🌉 Bridge species communication 💬 gaps using AI.
4.0.0.0 💡 Broader Context & Considerations
4.1.0.0 🧬 Cognitive & Reasoning Comparisons
4.1.1.0 AI vs Animal Intelligence
4.1.1.1 💡 Compare AI reasoning 🧠 with animal sense.
4.2.0.0 🙏 Ethical Implications & Frameworks
4.2.1.0 Responsible Research Conduct
4.2.1.1 🙏 Address ethics in AI 🤖 animal research.
Scene Breakdown: Jake the Gentlebird
1.0 Scene: The Ascent & The Anthem
* Scene Setting: Bright poolside, Mound, MN. Afternoon sun. Jake perched near stairs. Distant workout sounds.
**1.1** [VISUAL BEAT: Aaron at Base]
* *Dialogue/Action:* Aaron grips stair handrail.
* *Setting:* Poolside, bottom of stairs.
* *Image Keywords:* Close-up, hand, railing, water drops, bright sun, wood/metal texture, wet skin.
* *Sound:* Gentle water splash, faint clank (weights).
**1.2** [VISUAL BEAT: Aaron Ascends]
* *Dialogue/Action:* Aaron jogs quickly up stairs.
* *Setting:* Poolside staircase.
* *Image Keywords:* Medium shot, Aaron moving up, energetic, low angle follow, sun glare, determined face.
**1.3** [VISUAL BEAT: Jake Notices]
* *Dialogue/Action:* Jake snaps head, focuses on Aaron.
* *Setting:* High perch near stairs.
* *Image Keywords:* Cut to Jake, alert eyes, head tilt, feathers slightly raised, focused attention, anticipating.
**1.4** JAKE (Vocalization)
* *Dialogue:* "Wough, Aaron, Ah, Woo woo woo woo!"
* *Setting:* Jake's perch.
* *Image Keywords:* Jake calling, beak open, neck extended slightly, clear sound, specific rhythm, watching Aaron.
* *Sound:* Loud, distinct parrot vocalization.
**1.5** [VISUAL BEAT: Aaron Reacts]
* *Dialogue/Action:* Aaron pauses mid-step, looks up, smiles.
* *Setting:* Mid-staircase.
* *Image Keywords:* Aaron stops, upward glance, wide smile, recognition, familiar routine, slightly breathless.
**1.6** AARON (Dialogue)
* *Dialogue:* "Heard you, buddy! Same time tomorrow?"
* *Setting:* Mid-staircase, looking up.
* *Image Keywords:* Aaron calling up, amused tone, conversational, direct gaze towards Jake (off-screen or visible).
* *Sound:* Aaron's clear voice.
**1.7** [VISUAL BEAT: Jake's Response]
* *Dialogue/Action:* Jake bobs head or makes soft sound.
* *Setting:* Jake's perch.
* *Image Keywords:* Jake subtle movement, head bob/tilt, watching Aaron, feathers settle, quiet response.
* *Sound:* Soft click or chirp (optional).
2.0 Scene: The Name Game Variations
* Scene Setting: Pool deck near Jake's perch. Aaron drying off slightly. Tim visible background workout. Mound, MN.
**2.1** [VISUAL BEAT: Approach]
* *Dialogue/Action:* Aaron slowly approaches Jake's perch.
* *Setting:* Pool deck, near perch.
* *Image Keywords:* Slow walk, eye contact, calm approach, Jake watching, curious head tilt, establishing connection.
**2.2** AARON (Dialogue - Nickname 1)
* *Dialogue:* "Hey, Birdles."
* *Setting:* Near perch.
* *Image Keywords:* Aaron speaking softly, friendly tone, focus on Jake's reaction: neck ruffle, soft sound.
* *Sound:* Aaron's soft voice, Jake's soft 'prrt?'.
**2.3** AARON (Dialogue - Nickname 2)
* *Dialogue:* "How's my Buddy doing?"
* *Setting:* Near perch.
* *Image Keywords:* Aaron slightly upbeat tone, focus on Jake's reaction: quick head bob, shuffle, chirp.
* *Sound:* Aaron's cheerful voice, Jake's small chirp.
**2.4** AARON (Dialogue - Nickname 3)
* *Dialogue:* "Hey there, Lil Fella."
* *Setting:* Near perch.
* *Image Keywords:* Aaron gentle, lower tone, focus on Jake's reaction: stillness, intense gaze, extreme head tilt, silence.
* *Sound:* Aaron's quiet voice.
**2.5** AARON (Dialogue - Nickname 4)
* *Dialogue:* "Mc. B.!"
* *Setting:* Near perch.
* *Image Keywords:* Aaron crisp, distinct tone, focus on Jake's reaction: chest puff, sharp squawk, slight step back.
* *Sound:* Aaron's clear voice, Jake's sharp squawk.
**2.6** TIM (Dialogue - Optional Interjection)
* *Dialogue:* (From background) "He really keys into *how* you say it, doesn't he?"
* *Setting:* Background workout area / Pool deck.
* *Image Keywords:* Tim pauses workout, observant comment, distance shot, Aaron nods thoughtfully.
* *Sound:* Tim's voice (slightly distant).
**2.7** AARON (Dialogue - Reflection)
* *Dialogue:* (To Tim or self) "It's like different keys unlocking different little reactions."
* *Setting:* Near perch.
* *Image Keywords:* Aaron looking thoughtful, glances at Jake, reflective expression, considering the pattern.
3.0 Scene: The Culinary Call-Out
* Scene Setting: Lounge chair by pool. Aaron has small plate (grilled fish/shrimp/steak). Mound, MN.
**3.1** [VISUAL BEAT: Settling In]
* *Dialogue/Action:* Aaron settles in chair, picks up food.
* *Setting:* Poolside lounge chair.
* *Image Keywords:* Relaxed posture, plate with food, fork lifting morsel, slight steam (optional), anticipation of eating.
**3.2** [VISUAL BEAT: Jake Notices Food]
* *Dialogue/Action:* Jake instantly focuses on Aaron and plate.
* *Setting:* Jake's perch (nearby).
* *Image Keywords:* Jake head snaps, intense focus, body leans forward, alert posture, food recognition.
**3.3** JAKE (Vocalization)
* *Dialogue:* "Aaron!"
* *Setting:* Jake's perch.
* *Image Keywords:* Jake calls clearly, beak movement, specific intonation (expectant/demanding), direct gaze at Aaron/food.
* *Sound:* Clear, distinct call of Aaron's name.
**3.4** [VISUAL BEAT: Aaron's Recognition]
* *Dialogue/Action:* Aaron pauses eating, looks at Jake knowingly.
* *Setting:* Lounge chair.
* *Image Keywords:* Food mid-air, direct look at Jake, raised eyebrow, slight knowing smile, acknowledging the call.
**3.5** AARON (Dialogue)
* *Dialogue:* "Yep. You spotted it. Good eye, Jake."
* *Setting:* Lounge chair, speaking to Jake.
* *Image Keywords:* Conversational tone, reinforcing recognition, direct address to parrot, holding food.
**3.6** JAKE (Vocalization - Repeat)
* *Dialogue:* "Aaron."
* *Setting:* Jake's perch.
* *Image Keywords:* Softer call, head bobbing, gaze fixed on food, persistent focus, waiting/watching.
* *Sound:* Slightly softer repeat of name.
4.0 Scene: The Polite Retreat
* Scene Setting: Aaron standing near Jake's perch, holding small food morsel. Mound, MN.
**4.1** [VISUAL BEAT: The Offer]
* *Dialogue/Action:* Aaron extends food towards Jake.
* *Setting:* Near perch.
* *Image Keywords:* Hand holding food, close-up on Jake's face, hesitant eyes, looking food-hand-face, cautious assessment.
**4.2** [VISUAL BEAT: The Take]
* *Dialogue/Action:* Jake carefully takes the food.
* *Setting:* Near perch.
* *Image Keywords:* Jake leans forward, gentle beak action, takes food cleanly, avoids fingers, quick transaction.
**4.3** [VISUAL BEAT: The Retreat]
* *Dialogue/Action:* Jake immediately moves away to a private spot.
* *Setting:* Along perch / nearby structure.
* *Image Keywords:* Quick turn, hop/flutter movement, seeks seclusion (behind plant/towel), turns back partially.
**4.4** [VISUAL BEAT: Private Dining]
* *Dialogue/Action:* Jake holds food with foot, eats carefully.
* *Setting:* Secluded eating spot.
* *Image Keywords:* Food secured under foot, meticulous tearing/eating, reserved posture, body oriented away, focused eating.
**4.5** AARON (Voiceover / Soft Dialogue)
* *Dialogue:* "He's a gentlebird. Got to have his privacy... apparently showing off your food is bad manners in parrot society."
* *Setting:* Aaron observing.
* *Image Keywords:* Aaron watching fondly, quiet observation, understanding expression, appreciating parrot's manners.
* *Sound:* Aaron's quiet, reflective voice.