diff --git a/.gitignore b/.gitignore
index f7275bb..e46b00e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,9 @@
venv/
+.venv
+.env
+.DS_Store
+__pycache__/
+*.py[cod]
+*.mp4
+output.wav
+en.openfoodfacts.org.products.csv
diff --git a/20_gesutre.py b/20_gesutre.py
index fc65b36..1057934 100644
--- a/20_gesutre.py
+++ b/20_gesutre.py
@@ -295,26 +295,17 @@ def text_to_speech(text, voice="en_US/ljspeech_low"):
# Create a temporary file to store audio
with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as temp_audio:
output_file = temp_audio.name
- # Define Mimic 3 command
- mimic3_cmd = [
- "mimic3", # Mimic 3 command
- "--voice", voice, # Specify the voice
- "--stdout", # Output audio to stdout
- text # Input text
- ]
try:
- # Generate TTS audio and save it to a temporary file
- with open(output_file, "wb") as audio_file:
- subprocess.run(mimic3_cmd, stdout=audio_file, check=True)
+ # Generate TTS audio using kokoro
+ import sound4567
+ sound4567.speak(text, output_file=output_file)
# Play the audio using an appropriate command for your OS
if os.name == "posix": # macOS or Linux
os.system(f"afplay {output_file}")
elif os.name == "nt": # Windows
os.system(f"start {output_file}")
- except FileNotFoundError:
- print("Mimic 3 is not installed or not found in PATH.")
- except subprocess.CalledProcessError as e:
- print(f"Error generating speech: {e}")
+ except Exception as e:
+ print(f"Error generating speech with kokoro: {e}")
finally:
if os.path.exists(output_file):
os.remove(output_file)
diff --git a/__pycache__/directional_audio_generator.cpython-311.pyc b/__pycache__/directional_audio_generator.cpython-311.pyc
deleted file mode 100644
index 1834ce4..0000000
Binary files a/__pycache__/directional_audio_generator.cpython-311.pyc and /dev/null differ
diff --git a/__pycache__/instrumental_beeping.cpython-311.pyc b/__pycache__/instrumental_beeping.cpython-311.pyc
deleted file mode 100644
index 8e4db37..0000000
Binary files a/__pycache__/instrumental_beeping.cpython-311.pyc and /dev/null differ
diff --git a/__pycache__/mimic.cpython-311.pyc b/__pycache__/mimic.cpython-311.pyc
deleted file mode 100644
index 1f8bdd0..0000000
Binary files a/__pycache__/mimic.cpython-311.pyc and /dev/null differ
diff --git a/__pycache__/test_stt.cpython-311.pyc b/__pycache__/test_stt.cpython-311.pyc
deleted file mode 100644
index 6815ec7..0000000
Binary files a/__pycache__/test_stt.cpython-311.pyc and /dev/null differ
diff --git a/annotations.xml b/annotations.xml
new file mode 100644
index 0000000..f16e1db
--- /dev/null
+++ b/annotations.xml
@@ -0,0 +1,219 @@
+
+
+ 1.1
+
+
+ 2048570
+ vending machine 2
+ 9
+ annotation
+ 0
+
+ 2026-02-24 16:44:54.578026+00:00
+ 2026-02-24 16:48:51.747391+00:00
+ default
+ 0
+ 8
+
+
+
+ 3669199
+ 0
+ 8
+ https://app.cvat.ai/api/tasks/2048570/dataset/export/api/jobs/3669580
+
+
+
+ evelynn
+ em4829@nyu.edu
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 2026-02-24 16:49:41.871327+00:00
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/demo_camera_2.py b/demo_camera_2.py
new file mode 100644
index 0000000..e69de29
diff --git a/demo_camera_direction.py b/demo_camera_direction.py
new file mode 100644
index 0000000..a7d5d06
--- /dev/null
+++ b/demo_camera_direction.py
@@ -0,0 +1,227 @@
+import cv2 as cv
+import numpy as np
+import mediapipe as mp
+import time
+
+from instrumental_beeping import AudioThread
+from directional_audio_generator import check_directional_audio_files
+
+
+def calc_landmark_list(image, landmarks):
+ image_width, image_height = image.shape[1], image.shape[0]
+ landmark_point = []
+ for landmark in landmarks:
+ landmark_x = min(int(landmark.x * image_width), image_width - 1)
+ landmark_y = min(int(landmark.y * image_height), image_height - 1)
+ landmark_point.append([landmark_x, landmark_y])
+ return landmark_point
+
+
+def main():
+ # Ensure directional audio files exist (speech or synthesized)
+ check_directional_audio_files()
+
+ cap = cv.VideoCapture(0)
+ output_size = (640, 480)
+
+ # Start audio thread
+ audio = AudioThread(
+ beep_duration=0.25, min_interval=0.1, max_interval=1.0,
+ min_distance=0, max_distance=200,
+ min_amplitude=0.2, max_amplitude=1.0, update_timeout=5.0
+ )
+ audio.start()
+
+ hands = mp.solutions.hands.Hands(
+ static_image_mode=False,
+
+ max_num_hands=1,
+ min_detection_confidence=0.5,
+ min_tracking_confidence=0.5,
+ )
+
+ prev_time = time.time()
+ try:
+ while cap.isOpened():
+ ok, frame = cap.read()
+ if not ok:
+ break
+ frame = cv.resize(frame, output_size)
+ h, w = frame.shape[:2]
+ center = (w // 2, h // 2)
+
+ frame_rgb = cv.cvtColor(frame, cv.COLOR_BGR2RGB)
+ res = hands.process(frame_rgb)
+
+ finger_tip = None
+ if res.multi_hand_landmarks:
+ lm = res.multi_hand_landmarks[0]
+ pts = calc_landmark_list(frame, lm.landmark)
+ finger_tip = pts[8] # index fingertip
+
+ # Draw center target and fingertip for visualization
+ cv.circle(frame, center, 6, (0, 255, 255), -1)
+ if finger_tip is not None:
+ cv.circle(frame, tuple(finger_tip), 6, (0, 0, 255), -1)
+ dx = center[0] - finger_tip[0]
+ dy = center[1] - finger_tip[1]
+ distance = float(np.hypot(dx, dy))
+ audio.update_params(tuple(finger_tip), center, distance)
+ cv.line(frame, tuple(finger_tip), center, (0, 0, 255), 2)
+ else:
+ # No update -> thread will idle
+ pass
+
+ # FPS
+ now = time.time()
+ fps = 1 / (now - prev_time) if (now - prev_time) > 0 else 0
+ prev_time = now
+ cv.putText(frame, f"FPS: {fps:.1f}", (10, 30), cv.FONT_HERSHEY_SIMPLEX, 0.7, (0, 255, 255), 2)
+ cv.putText(frame, "Move your index finger; audio guides toward center", (10, 60), cv.FONT_HERSHEY_SIMPLEX, 0.6, (255, 255, 0), 2)
+
+ cv.imshow("Camera Directional Beeps", frame)
+ if cv.waitKey(1) & 0xFF == ord('q'):
+ break
+ finally:
+ cap.release()
+ cv.destroyAllWindows()
+ audio.stop()
+ audio.join()
+
+
+if __name__ == "__main__":
+ main()
+
+"""
+import cv2 as cv
+import numpy as np
+import mediapipe as mp
+import time
+import sounddevice as sd
+
+from instrumental_beeping import AudioThread
+from directional_audio_generator import check_directional_audio_files
+
+
+def calc_landmark_list(image, landmarks):
+ image_width, image_height = image.shape[1], image.shape[0]
+ landmark_point = []
+ for landmark in landmarks:
+ landmark_x = min(int(landmark.x * image_width), image_width - 1)
+ landmark_y = min(int(landmark.y * image_height), image_height - 1)
+ landmark_point.append([landmark_x, landmark_y])
+ return landmark_point
+
+
+def choose_output_device():
+ print("=== Audio devices ===")
+ devices = sd.query_devices()
+ for i, d in enumerate(devices):
+ print(f"{i:>2}: {d['name']} | in={d['max_input_channels']} out={d['max_output_channels']}")
+ print("=================================")
+
+ # Use the SAME index that worked in your AudioThread demo
+ idx_str = input("Select output device index (the one that worked before): ").strip()
+ if not idx_str:
+ idx = sd.default.device or 0
+ else:
+ idx = int(idx_str)
+ sd.default.device = idx
+ info = sd.query_devices(idx)
+ print(f"[main] Using device {idx}: {info['name']} (out={info['max_output_channels']})")
+ return idx
+
+
+def main():
+ # Ensure directional audio files exist (speech or synthesized)
+ check_directional_audio_files()
+
+ # 1) Make sure audio uses a real output device
+ choose_output_device()
+
+ cap = cv.VideoCapture(0)
+ output_size = (640, 480)
+
+ # 2) Start audio thread with same kind of settings as your working demo
+ audio = AudioThread(
+ beep_duration=0.25, # a bit longer so you can clearly hear it
+ min_interval=0.1,
+ max_interval=1.0,
+ min_distance=0,
+ max_distance=200,
+ min_amplitude=0.2,
+ max_amplitude=1.0,
+ update_timeout=5.0, # more generous timeout so it doesn’t idle instantly
+ )
+ audio.overall_amplitude = 0.5 # sane volume
+ audio.start()
+ print("[main] AudioThread started")
+
+ hands = mp.solutions.hands.Hands(
+ static_image_mode=False,
+ max_num_hands=1,
+ min_detection_confidence=0.5,
+ min_tracking_confidence=0.5,
+ )
+
+ prev_time = time.time()
+ try:
+ while cap.isOpened():
+ ok, frame = cap.read()
+ if not ok:
+ break
+ frame = cv.resize(frame, output_size)
+ h, w = frame.shape[:2]
+ center = (w // 2, h // 2)
+
+ frame_rgb = cv.cvtColor(frame, cv.COLOR_BGR2RGB)
+ res = hands.process(frame_rgb)
+
+ finger_tip = None
+ if res.multi_hand_landmarks:
+ lm = res.multi_hand_landmarks[0]
+ pts = calc_landmark_list(frame, lm.landmark)
+ finger_tip = pts[8] # index fingertip
+
+ # Draw center target and fingertip for visualization
+ cv.circle(frame, center, 6, (0, 255, 255), -1)
+ if finger_tip is not None:
+ cv.circle(frame, tuple(finger_tip), 6, (0, 0, 255), -1)
+ dx = center[0] - finger_tip[0]
+ dy = center[1] - finger_tip[1]
+ distance = float(np.hypot(dx, dy))
+
+ # 3) Debug log so we know updates are happening
+ print(f"[main] tip={finger_tip}, center={center}, dist={distance:.1f}")
+ audio.update_params(tuple(finger_tip), center, distance)
+
+ cv.line(frame, tuple(finger_tip), center, (0, 0, 255), 2)
+ else:
+ print("[main] no hand detected")
+ # no update → AudioThread will reuse last values until timeout
+
+ # FPS
+ now = time.time()
+ fps = 1 / (now - prev_time) if (now - prev_time) > 0 else 0
+ prev_time = now
+ cv.putText(frame, f"FPS: {fps:.1f}", (10, 30),
+ cv.FONT_HERSHEY_SIMPLEX, 0.7, (0, 255, 255), 2)
+ cv.putText(frame, "Move your index finger; audio guides toward center",
+ (10, 60), cv.FONT_HERSHEY_SIMPLEX, 0.6, (255, 255, 0), 2)
+
+ cv.imshow("Camera Directional Beeps", frame)
+ if cv.waitKey(1) & 0xFF == ord('q'):
+ break
+ finally:
+ cap.release()
+ cv.destroyAllWindows()
+ print("[main] Stopping AudioThread…")
+ audio.stop()
+ audio.join()
+ print("[main] AudioThread stopped")
+
+
+if __name__ == "__main__":
+ main()
+
+"""
\ No newline at end of file
diff --git a/demo_directional_beeps.py b/demo_directional_beeps.py
new file mode 100644
index 0000000..b10ce7d
--- /dev/null
+++ b/demo_directional_beeps.py
@@ -0,0 +1,67 @@
+import time
+import numpy as np
+
+from instrumental_beeping import AudioThread
+from directional_audio_generator import check_directional_audio_files
+
+
+def main():
+ # Check for directional wavs
+ check_directional_audio_files()
+
+ # Start audio thread
+ audio = AudioThread(
+ beep_duration=0.15,
+ min_interval=0.1,
+ max_interval=1.0,
+ min_distance=0,
+ max_distance=200,
+ min_amplitude=0.2,
+ max_amplitude=1.0,
+ update_timeout=0.5,
+ )
+ audio.start()
+
+ # Fixed target center; simulate finger moving around it
+ target_center = (320, 240)
+
+ try:
+ # Cycle through directions for a short demo
+ sequence = [
+ (200, 240), # left of target -> "right" cue
+ (440, 240), # right of target -> "left" cue
+ (320, 120), # above target -> "down" cue
+ (320, 360), # below target -> "up" cue
+ ]
+
+ for _ in range(3): # repeat a few times
+ for finger_pos in sequence:
+ # Distance controls cue rate; smaller = faster
+ dx = target_center[0] - finger_pos[0]
+ dy = target_center[1] - finger_pos[1]
+ distance = float(np.hypot(dx, dy))
+
+ audio.update_params(finger_pos, target_center, distance)
+ time.sleep(0.6)
+
+ # Also show a smooth orbit around the target
+ radius = 120
+ for t in np.linspace(0, 2 * np.pi, 60):
+ finger_pos = (
+ int(target_center[0] + radius * np.cos(t)),
+ int(target_center[1] + radius * np.sin(t)),
+ )
+ audio.update_params(finger_pos, target_center, radius)
+ time.sleep(0.1)
+
+ except KeyboardInterrupt:
+ pass
+ finally:
+ audio.stop()
+ audio.join()
+
+
+if __name__ == "__main__":
+ main()
+
+
diff --git a/demo_sound.py b/demo_sound.py
new file mode 100644
index 0000000..e09c854
--- /dev/null
+++ b/demo_sound.py
@@ -0,0 +1,38 @@
+import numpy as np
+import sounddevice as sd
+import librosa
+import sys, os
+
+SR = 44100
+FILES = {"left":"left.wav","right":"right.wav","up":"up.wav","down":"down.wav"}
+
+def load_mono(path, sr=SR):
+ if not os.path.exists(path):
+ raise FileNotFoundError(path)
+ y, _ = librosa.load(path, sr=sr, mono=True)
+ return y.astype(np.float32)
+
+def pan_stereo(y, pan=0.0):
+ pan = float(np.clip(pan, -1.0, 1.0)) # -1=L, +1=R
+ lg = (1.0 - pan) * 0.5
+ rg = (1.0 + pan) * 0.5
+ stereo = np.column_stack([y*lg, y*rg])
+ return np.clip(stereo, -1.0, 1.0).astype(np.float32)
+
+def play_direction(direction, pan=0.0, amp=0.4):
+ direction = direction.lower()
+ path = FILES.get(direction)
+ if not path:
+ raise ValueError(f"Unknown direction: {direction}")
+ y = load_mono(path)
+ y *= float(amp) # volume
+ stereo = pan_stereo(y, pan)
+ sd.play(stereo, SR)
+ sd.wait()
+ print(f"Played {direction} | pan={pan:.2f} | amp={amp}")
+
+if __name__ == "__main__":
+ # Usage: python play_direction.py up or python play_direction.py left -0.8
+ direction = sys.argv[1] if len(sys.argv) > 1 else "up"
+ pan = float(sys.argv[2]) if len(sys.argv) > 2 else 0.0
+ play_direction(direction, pan=pan, amp=0.4)
\ No newline at end of file
diff --git a/directional_audio_generator.py b/directional_audio_generator.py
index 5e4a265..6e5e2b3 100644
--- a/directional_audio_generator.py
+++ b/directional_audio_generator.py
@@ -1,3 +1,31 @@
+import os
+
+def check_directional_audio_files():
+ """
+ Check if directional audio files (left.wav, right.wav, up.wav, down.wav) exist.
+ """
+ directions = ["left", "right", "up", "down"]
+ missing_files = []
+
+ for direction in directions:
+ filename = f"{direction}.wav"
+ if os.path.exists(filename):
+ print(f"✓ {filename} found")
+ else:
+ print(f"✗ {filename} missing")
+ missing_files.append(filename)
+
+ if missing_files:
+ print(f"\nMissing files: {', '.join(missing_files)}")
+ print("Please add these audio files to the project directory.")
+ return False
+ else:
+ print("\nAll directional audio files found!")
+ return True
+
+if __name__ == "__main__":
+ check_directional_audio_files()
+
import numpy as np
import soundfile as sf
import subprocess
@@ -69,3 +97,5 @@ def generate_synthesized_audio(direction, filename, samplerate=44100):
if __name__ == "__main__":
# Generate all directional audio files
generate_directional_audio_files()
+
+
diff --git a/down.wav b/down.wav
index a1c5bf1..a917355 100644
Binary files a/down.wav and b/down.wav differ
diff --git a/instrumental_beeping.py b/instrumental_beeping.py
index 92ec912..a2487c2 100644
--- a/instrumental_beeping.py
+++ b/instrumental_beeping.py
@@ -5,8 +5,8 @@
import threading
import librosa
import os
-import parler_tts
-import mimic
+
+
# ================================================
# InstrumentSampler class: encapsulate loading and playing samples.
@@ -61,15 +61,16 @@ def preload_samples(self):
self.preloaded_samples[key] = y
print("Samples preloaded:", list(self.preloaded_samples.keys()))
- def get_sample_for_direction(self, direction, duration = 0.15):
+ def get_sample_for_direction(self, direction):
if direction not in self.preloaded_samples:
raise ValueError(f"Sample for direction {direction} not loaded.")
- sample = self.preloaded_samples[key]
- desired_length = int(self.samplerate * duration)
- if len(sample) < desired_length:
- sample = np.pad(sample, (0, desired_length - len(sample)), mode='constant')
- else:
- sample = sample[:desired_length]
+ sample = self.preloaded_samples[direction]
+ #desired_length = int(self.samplerate * duration)
+ #if len(sample) < desired_length:
+ #sample = np.pad(sample, (0, desired_length - len(sample)), mode='constant')
+ #else:
+ # sample = sample[:desired_length]
+ #duration = 0.15
return sample
"""
def get_sample_for_key(self, key, duration=0.15):
@@ -88,8 +89,8 @@ def get_sample_for_key(self, key, duration=0.15):
return sample
"""
#def play_instrument_sample(self, key, amplitude=1.0, pan=0.0,samplerate=44100, duration=0.1):
- def play_directional_sample(self, direction, amplitude=1.0, pan=0.0, samplerate=44100, duration=0.1):
- sample = self.get_sample_for_direction(direction, duration=duration)
+ def play_directional_sample(self, direction, amplitude=1.0, pan=0.0, samplerate=44100):
+ sample = self.get_sample_for_direction(direction)
"""
Play the preloaded instrument sample for the specified key.
- amplitude: Volume multiplier.
@@ -107,6 +108,32 @@ def play_directional_sample(self, direction, amplitude=1.0, pan=0.0, samplerate=
sd.play(stereo_sample, self.samplerate)
sd.wait()
return stereo_sample
+
+
+ def debug_play_raw_mono(self, direction, duration=0.5):
+ """Debug: play the raw mono sample with no panning / scaling."""
+ sample = self.get_sample_for_direction(direction, duration=duration)
+ sample = sample.astype("float32")
+ print(f"[DEBUG RAW] {direction}: shape={sample.shape}, min={sample.min():.3f}, max={sample.max():.3f}")
+
+ sd.play(sample, self.samplerate)
+ sd.wait()
+
+ """
+ def debug_play_full(self, direction):
+ Play the entire preloaded sample for a direction, no trimming/panning.
+ if direction not in self.preloaded_samples:
+ raise ValueError(f"No sample loaded for '{direction}'. Have: {list(self.preloaded_samples.keys())}")
+ y = self.preloaded_samples[direction].astype("float32")
+ print(f"[DEBUG FULL] {direction}: len={len(y)}, min={y.min():.3f}, max={y.max():.3f}")
+ import sounddevice as sd
+ sd.play(y, self.samplerate)
+ sd.wait()
+ """
+
+
+
+
# ================================================
# AudioThread Class: uses InstrumentSampler for playback.
@@ -115,7 +142,7 @@ class AudioThread(threading.Thread):
def __init__(self, samplerate=44100, beep_duration=0.1,
min_interval=0.1, max_interval=1.0,
min_distance=0, max_distance=150,
- min_amplitude=0.2, max_amplitude=1.0, update_timeout=0.5):
+ min_amplitude=0.2, max_amplitude=1.0, update_timeout=5.0):
"""
Parameters:
- samplerate: Playback sample rate.
@@ -138,8 +165,8 @@ def __init__(self, samplerate=44100, beep_duration=0.1,
self.max_amplitude = max_amplitude
self.update_timeout = update_timeout
- # Fix amplitude to constant 13 (or you can change as needed).
- self.overall_amplitude = 13
+
+ self.overall_amplitude = 13
self.pan = 0.0
self.current_distance = None
self.last_update = None
@@ -186,9 +213,9 @@ def select_direction_and_interval(self, finger_pos, target_center, distance):
if abs(dx) > abs(dy):
# Horizontal movement needed
if dx > 0:
- direction = "right"
- else:
direction = "left"
+ else:
+ direction = "right"
else:
# Vertical movement needed
if dy > 0:
@@ -211,12 +238,11 @@ def select_direction_and_interval(self, finger_pos, target_center, distance):
"""使用当前音量和立体声平移,播放指定琴键的采样。"""
def play_directional_audio(self, direction):
with self.lock:
- amp = self.overall_amplitude # 固定值(13)
+ amp = self.overall_amplitude
pan = self.pan
- stereo_wave = self.instrument_sampler.play_directional_sample(direction, amplitude=amp, pan=pan,
- samplerate=self.samplerate, duration=self.beep_duration)
+ stereo_wave = self.instrument_sampler.play_directional_sample(
+ direction, amplitude=amp, pan=pan, samplerate=self.samplerate)
self.audio_buffer.append(stereo_wave)
-
#def update_params(self, distance, direction):
def update_params(self, finger_pos, target_center, distance):
"""
@@ -226,16 +252,17 @@ def update_params(self, finger_pos, target_center, distance):
立体声平移按照距离线性缩放(距离为 0 时为 0,距离为 max_distance 时为 ±1)。
Amplitude 固定为 13。
"""
- new_amplitude = 13 # Fixed value
+ new_amplitude = 0.5 # Fixed value
# Calculate panning based on horizontal offset
if finger_pos is not None and target_center is not None:
dx = target_center[0] - finger_pos[0]
effective_pan = np.clip(dx / 100.0, -1.0, 1.0) # Scale horizontal offset
else:
effective_pan = 0.0
-
with self.lock:
self.current_distance = distance
+ self.finger_pos = finger_pos # this
+ self.target_center = target_center #and this added for sake of demo
self.last_update = time.time()
self.overall_amplitude = new_amplitude
self.pan = effective_pan
@@ -273,12 +300,13 @@ def run(self):
def stop(self):
self.exit_flag = True
-
+
# ================================================
# Main simulation
# ================================================
if __name__ == "__main__":
# 创建音频线程实例
+ """
audio_thread = AudioThread(beep_duration=0.15, min_interval=0.1, max_interval=1.0,
min_distance=0, max_distance=150,
min_amplitude=0.2, max_amplitude=1.0, update_timeout=0.5)
@@ -310,3 +338,8 @@ def stop(self):
full_audio = np.concatenate(audio_thread.audio_buffer, axis=0)
sf.write("recorded_instrument_loop.wav", full_audio, audio_thread.samplerate)
print("Recorded audio saved to 'recorded_instrument_loop.wav'")
+ """
+
+ # quick_sampler_test.py
+
+
diff --git a/jsonFile.json b/jsonFile.json
new file mode 100644
index 0000000..e69de29
diff --git a/kitten_tts.py b/kitten_tts.py
new file mode 100644
index 0000000..09860b7
--- /dev/null
+++ b/kitten_tts.py
@@ -0,0 +1,75 @@
+import os
+import shutil
+import subprocess
+import sounddevice as sd
+import numpy as np
+
+try:
+ from kittentts import KittenTTS
+except ImportError:
+ KittenTTS = None
+ print("Warning: 'kittentts' package not installed; KittenTTS-based audio will be disabled.")
+
+m = None
+if KittenTTS is not None:
+ try:
+ m = KittenTTS("KittenML/kitten-tts-nano-0.2")
+ except Exception as e:
+ # This typically happens when 'espeak'/phonemizer setup is not right
+ m = None
+ print(f"Warning: KittenTTS could not be initialized ({e}); falling back to system TTS.")
+
+# available_voices : [ 'expr-voice-2-m', 'expr-voice-2-f', 'expr-voice-3-m', 'expr-voice-3-f', 'expr-voice-4-m', 'expr-voice-4-f', 'expr-voice-5-m', 'expr-voice-5-f' ]
+
+def _speak_with_system_tts(text: str) -> bool:
+ """
+ Try to speak using a system TTS tool (espeak on Linux/macOS via Homebrew,
+ or 'say' on macOS). Returns True if something was invoked, False otherwise.
+ """
+ # Prefer espeak if available
+ espeak_path = shutil.which("espeak")
+ if espeak_path:
+ try:
+ subprocess.run([espeak_path, text], check=True)
+ return True
+ except Exception as e:
+ print(f"[TTS fallback] espeak failed: {e}")
+
+ # macOS built-in TTS
+ say_path = shutil.which("say")
+ if say_path:
+ try:
+ subprocess.run([say_path, text], check=True)
+ return True
+ except Exception as e:
+ print(f"[TTS fallback] say failed: {e}")
+
+ return False
+
+
+def speak(text, voice="expr-voice-2-m", sr=24000):
+ # First try KittenTTS if initialized
+ if m is not None:
+ try:
+ audio = m.generate(text, voice=voice)
+ y = audio.detach().cpu().numpy() if hasattr(audio, "detach") else np.asarray(audio)
+ y = np.squeeze(y)
+ y = np.clip(y, -1.0, 1.0).astype(np.float32) # make PortAudio happy
+ sd.play(y, sr)
+ sd.wait()
+ return
+ except Exception as e:
+ print(f"[KittenTTS] playback failed ({e}); falling back to system TTS.")
+
+ # If KittenTTS is unavailable or fails, try system TTS tools
+ if _speak_with_system_tts(text):
+ return
+
+ # Last resort: just print so the program keeps working
+ print(f"[TTS disabled] {text}")
+
+if __name__ == "__main__":
+ # Quick manual check when running this file directly.
+ speak("Name the item you are looking for.")
+ speak("Hello.")
+ speak("Oreo.")
diff --git a/kokoro.py b/kokoro.py
new file mode 100644
index 0000000..6fe45de
--- /dev/null
+++ b/kokoro.py
@@ -0,0 +1,17 @@
+import kokoro
+import os
+
+
+def text_to_speech_offline(text, voice="en_US/ljspeech_low", output_file="output.wav"):
+ """
+ Generate speech using kokoro TTS and save to file.
+ """
+ try:
+ # Use kokoro to generate speech
+ kokoro.speak(text, output_file=output_file)
+ print(f"Generated speech saved to {output_file}")
+
+ # Play the generated audio file
+ os.system(f"afplay {output_file}") # For macOS
+ except Exception as e:
+ print(f"An error occurred with kokoro TTS: {e}")
diff --git a/left.wav b/left.wav
index 58f3aaf..7745b72 100644
Binary files a/left.wav and b/left.wav differ
diff --git a/match_item_.py b/match_item_.py
index d2d4af0..e2ddb24 100644
--- a/match_item_.py
+++ b/match_item_.py
@@ -4,7 +4,10 @@
# deps:
# pip install orjson unidecode rapidfuzz numpy requests
-import sys, re, argparse, orjson
+import sys, re, os, argparse, orjson
+import time
+import random
+import threading
from unidecode import unidecode
from rapidfuzz import fuzz
@@ -16,6 +19,32 @@
HAVE_REQUESTS = False
+_OFF_SESSION = None
+_OFF_LOCK = threading.Lock()
+_OFF_LAST_REQUEST_TS = 0.0
+
+
+def _off_session():
+ global _OFF_SESSION
+ if _OFF_SESSION is None:
+ _OFF_SESSION = requests.Session()
+ return _OFF_SESSION
+
+
+def _off_throttle(min_interval_s: float):
+ """Basic per-process throttle to avoid hammering OpenFoodFacts."""
+ global _OFF_LAST_REQUEST_TS
+ if min_interval_s <= 0:
+ return
+ with _OFF_LOCK:
+ now = time.monotonic()
+ wait_s = (_OFF_LAST_REQUEST_TS + float(min_interval_s)) - now
+ if wait_s > 0:
+ time.sleep(wait_s)
+ now = time.monotonic()
+ _OFF_LAST_REQUEST_TS = now
+
+
# ---------------- text utils ----------------
def canon(s: str) -> str:
if not s:
@@ -33,7 +62,6 @@ def contains_any(hay: str, needles):
H = " " + canon(hay) + " "
return any((" " + n + " ") in H for n in needles)
-
# ---------------- brand similarity & gating ----------------
BRAND_STOPWORDS = {
"the","and","&","co","company","inc","llc","ltd","corp","corporation","brands","brand",
@@ -364,21 +392,44 @@ def print_block(title, rows):
for i, r in enumerate(rows, 1):
print(f" {i:>2}. {r['brand']} — {r['name']} ({r['qty']}) [code={r['code']}]")
-def download_image(row, out_dir="images"):
+def _safe_filename(s: str, max_len: int = 120) -> str:
+ s = canon(s)
+ s = s.replace(" ", "_")
+ s = re.sub(r"[^a-z0-9_\-\.]+", "", s)
+ s = s.strip("._-")
+ if not s:
+ s = "item"
+ return s[:max_len]
+
+
+def download_image(
+ row,
+ out_dir="images",
+ *,
+ min_interval_s: float = 0.5,
+ max_retries: int = 2,
+):
if not HAVE_REQUESTS:
print("[image] requests not installed")
return
code = row.get("code", "").strip()
- brand = canon(row.get("brand", "")).replace(" ", "_")
- name = canon(row.get("name", "")).replace(" ", "_")
+ brand = _safe_filename(row.get("brand", ""))
+ name = _safe_filename(row.get("name", ""))
# fallback if brand or name is missing
filebase = f"{brand}-{name}" if brand or name else code or "unknown_product"
+ headers = {
+ "User-Agent": "Sixth-Sense-VIP/1.0 (ingredient matcher)",
+ "Accept": "image/avif,image/webp,image/*,*/*;q=0.8",
+ "Referer": "https://world.openfoodfacts.org/",
+ }
+
url = f"https://world.openfoodfacts.org/api/v0/product/{code}.json"
try:
- resp = requests.get(url, timeout=5)
+ _off_throttle(min_interval_s)
+ resp = _off_session().get(url, headers=headers, timeout=5)
if resp.status_code != 200:
print("[image] OF returned", resp.status_code)
return
@@ -389,14 +440,31 @@ def download_image(row, out_dir="images"):
print("[image] no image available")
return
- imgdata = requests.get(img, timeout=8)
- if imgdata.status_code != 200:
- print("[image] img download failed")
+ last_status = None
+ for attempt in range(int(max_retries) + 1):
+ if attempt > 0:
+ time.sleep(min(6.0, (0.8 * (2 ** (attempt - 1)))) + random.uniform(0, 0.25))
+ _off_throttle(min_interval_s)
+ imgdata = _off_session().get(img, headers=headers, timeout=8)
+ last_status = imgdata.status_code
+ if last_status == 200:
+ break
+ if last_status in (403, 429, 500, 502, 503, 504):
+ retry_after = imgdata.headers.get("Retry-After")
+ if retry_after:
+ try:
+ time.sleep(min(15.0, float(retry_after)))
+ except Exception:
+ pass
+ continue
+ break
+
+ if last_status != 200:
+ print("[image] img download failed:", last_status)
return
- import os
os.makedirs(out_dir, exist_ok=True)
- out_path = f"{out_dir}/{filebase}.jpg"
+ out_path = os.path.join(out_dir, f"{filebase}.jpg")
with open(out_path, "wb") as f:
f.write(imgdata.content)
@@ -407,6 +475,243 @@ def download_image(row, out_dir="images"):
print("[image] error:", e)
+# ---------------- recipe/free-form matching ----------------
+_QTY_SUFFIX_RE = re.compile(
+ r"(?P\b\d[\d\s\.\/]*\s*(?:"
+ r"fl\s*oz|floz|oz|ounce|ounces|lb|lbs|pound|pounds|g|gram|grams|kg|kilogram|kilograms|"
+ r"ml|milliliter|milliliters|l|liter|liters|"
+ r"ct|count|pk|pack|packs|x"
+ r")\b.*)$",
+ re.IGNORECASE,
+)
+
+
+def extract_qty_suffix(label: str):
+ """
+ Heuristic: extract a trailing quantity substring from a free-form product label.
+ Returns (name_without_qty, qty_str_or_empty).
+ """
+ if not label:
+ return "", ""
+ s = label.strip()
+ m = _QTY_SUFFIX_RE.search(s)
+ if not m:
+ return s, ""
+ qty = (m.group("qty") or "").strip()
+ name = s[: m.start()].strip(" ,-/\t")
+ return name.strip(), qty
+
+
+def build_brand_token_index(rows):
+ """
+ Build a token -> set(brand_variant) index so we can cheaply guess brands
+ from a free-form label like "Kerrygold salted butter 8 oz".
+ """
+ idx = {}
+ for r in rows:
+ raw = r.get("brand", "") or ""
+ parts = _split_brand_variants(raw) or [canon(raw)]
+ for part in parts:
+ part = canon(part)
+ if not part:
+ continue
+ toks = brand_strong_tokens(part)
+ if not toks:
+ continue
+ for t in toks:
+ idx.setdefault(t, set()).add(part)
+ return idx
+
+
+def guess_brand_from_label(label: str, brand_token_index):
+ """
+ Guess the canonical brand variant contained in label, preferring the
+ longest brand variant that appears as a whole-word substring.
+ Returns "" if no confident brand hit is found.
+ """
+ if not label or not brand_token_index:
+ return ""
+ H = " " + canon(label) + " "
+ tokens = brand_strong_tokens(label)
+ if not tokens:
+ return ""
+
+ candidates = set()
+ for t in tokens:
+ candidates |= brand_token_index.get(t, set())
+
+ hits = []
+ for cand in candidates:
+ needle = " " + cand + " "
+ if needle in H:
+ hits.append(cand)
+ if not hits:
+ return ""
+ hits.sort(key=len, reverse=True)
+ return hits[0]
+
+
+def strip_brand_from_label(label: str, brand_canon: str):
+ if not label or not brand_canon:
+ return label or ""
+ s = canon(label)
+ b = canon(brand_canon)
+ if not b:
+ return label
+ # remove the first whole-word occurrence of the brand variant
+ s2 = re.sub(rf"(? 0:
+ # Exponential backoff + jitter (cap to keep UI responsive).
+ backoff = min(8.0, (0.6 * (2 ** (attempt - 1)))) + random.uniform(0, 0.25)
+ time.sleep(backoff)
+ _off_throttle(min_interval_s)
+ try:
+ r = _off_session().get(url, params=params, headers=headers, timeout=float(timeout_s))
+ if r.status_code in retryable:
+ retry_after = r.headers.get("Retry-After")
+ if retry_after:
+ try:
+ time.sleep(min(15.0, float(retry_after)))
+ except Exception:
+ pass
+ last_err = RuntimeError(f"HTTP {r.status_code} {r.reason}")
+ continue
+ r.raise_for_status()
+ products = r.json().get("products", []) or []
+ last_err = None
+ break
+ except Exception as e:
+ last_err = e
+ continue
+
+ if last_err is not None:
+ if debug:
+ print(f"[OFF] search failed for {q!r}: {last_err}")
+ return []
+
+ out = []
+ for p in products:
+ code = (p.get("code") or "").strip()
+ if not code:
+ continue
+ out.append(
+ {
+ "code": code,
+ "name": p.get("product_name") or "",
+ "brand": p.get("brands") or "",
+ "qty": p.get("quantity") or "",
+ "keywords": "",
+ }
+ )
+ return out
+
+
# ---------------- main ----------------
def main():
diff --git a/match_recipe_items.py b/match_recipe_items.py
new file mode 100644
index 0000000..344705e
--- /dev/null
+++ b/match_recipe_items.py
@@ -0,0 +1,137 @@
+#!/usr/bin/env python3
+import argparse
+import json
+import sys
+
+from match_item_ import (
+ build_brand_token_index,
+ download_image,
+ load_catalog,
+ match_freeform_item,
+ off_search_top_products,
+ print_block,
+)
+
+
+def _load_ingredients_json(path: str) -> list[str]:
+ with open(path, "r", encoding="utf-8") as f:
+ data = json.load(f)
+ if isinstance(data, list):
+ return [str(x) for x in data]
+ if isinstance(data, dict) and isinstance(data.get("ingredients"), list):
+ return [str(x) for x in data["ingredients"]]
+ raise ValueError("Expected a JSON list or an object with an 'ingredients' list.")
+
+
+def main():
+ ap = argparse.ArgumentParser(
+ description="Match recipe ingredients to OpenFoodFacts catalog; optionally download images."
+ )
+ ap.add_argument("--catalog", default="off_us.jsonl", help="Path to OpenFoodFacts jsonl catalog")
+ ap.add_argument("--meal", default="", help="Meal description (uses recipes.get_recipe_ingredients)")
+ ap.add_argument("--ingredients_json", default="", help="JSON file with ingredient list")
+ ap.add_argument("--download_images", action="store_true", help="Download images for matched items")
+ ap.add_argument("--images_dir", default="images", help="Output directory for downloaded images")
+ ap.add_argument("--max_show", type=int, default=5, help="How many candidates to show on ambiguity")
+ ap.add_argument(
+ "--off_choose_top5",
+ action="store_true",
+ help="Instead of local catalog matching, query OpenFoodFacts and let you choose 1 of the top 5 results per ingredient.",
+ )
+ args = ap.parse_args()
+
+ if not args.meal and not args.ingredients_json:
+ print("Provide either --meal or --ingredients_json.", file=sys.stderr)
+ return 2
+ if args.meal and args.ingredients_json:
+ print("Provide only one of --meal or --ingredients_json.", file=sys.stderr)
+ return 2
+
+ if args.meal:
+ from recipes import get_recipe_ingredients
+
+ ingredients = get_recipe_ingredients(args.meal)
+ else:
+ ingredients = _load_ingredients_json(args.ingredients_json)
+
+ if not ingredients:
+ print("No ingredients found.", file=sys.stderr)
+ return 2
+
+ results = []
+ if args.off_choose_top5:
+ print(f"[info] ingredients={len(ingredients)} mode=off_choose_top5")
+ for item in ingredients:
+ cands = off_search_top_products(item, limit=5)
+ if not cands:
+ print(f"\n[NO OFF RESULTS] {item}")
+ results.append(
+ {
+ "status": "none",
+ "query": item,
+ "brand_guess": "",
+ "name_guess": item,
+ "qty_guess": "",
+ "best": None,
+ "candidates": [],
+ }
+ )
+ continue
+
+ print(f"\n[OFF top 5] {item}")
+ print_block("candidates", cands)
+ choice = input("Choose item # (1-5, ENTER=1): ").strip()
+ try:
+ idx = int(choice) - 1 if choice else 0
+ except Exception:
+ idx = 0
+ idx = max(0, min(len(cands) - 1, idx))
+ best = cands[idx]
+
+ res = {
+ "status": "single",
+ "query": item,
+ "brand_guess": "",
+ "name_guess": item,
+ "qty_guess": "",
+ "best": best,
+ "candidates": cands,
+ }
+ results.append(res)
+
+ print(
+ f"[CHOSEN] {best.get('brand','')} — {best.get('name','')} ({best.get('qty','')}) [code={best.get('code','')}]"
+ )
+ if args.download_images:
+ download_image(best, out_dir=args.images_dir)
+ else:
+ rows = load_catalog(args.catalog)
+ brand_token_index = build_brand_token_index(rows)
+ print(f"[info] ingredients={len(ingredients)} catalog_rows={len(rows)} mode=local_match")
+ for item in ingredients:
+ res = match_freeform_item(rows, item, brand_token_index=brand_token_index, max_candidates=30)
+ results.append(res)
+ best = res["best"]
+ if not best:
+ print(f"\n[NO MATCH] {item}")
+ continue
+
+ print(
+ f"\n[MATCH:{res['status']}] {item}\n"
+ f" => {best.get('brand','')} — {best.get('name','')} ({best.get('qty','')}) [code={best.get('code','')}]"
+ )
+
+ if res["status"] != "single":
+ print_block("candidates", res["candidates"][: args.max_show])
+
+ if args.download_images:
+ download_image(best, out_dir=args.images_dir)
+
+ # machine-friendly output if caller wants it
+ print("\n[json]")
+ print(json.dumps(results, ensure_ascii=False))
+ return 0
+
+
+if __name__ == "__main__":
+ raise SystemExit(main())
diff --git a/mimic.py b/mimic.py
deleted file mode 100644
index 916fa8d..0000000
--- a/mimic.py
+++ /dev/null
@@ -1,27 +0,0 @@
-import subprocess
-import os
-from transformers import pipeline
-
-
-def text_to_speech_offline(text, voice="en_US/ljspeech_low", output_file="output.wav"):
- # Define the mimic3_tts command
- mimic3_cmd = [
- "mimic3", # Mimic 3 command
- "--voice", voice, # specific voice
- "--stdout", # output to stdout
- text # convert text
- ]
- try:
- # Run the Mimic 3 command and capture the output audio
- with open(output_file, "wb") as audio_file:
- subprocess.run(mimic3_cmd, stdout=audio_file, check=True)
- print(f"Generated speech saved to {output_file}")
-
- # Play the generated audio file
- os.system(f"afplay {output_file}") # For Linux systems with 'aplay'
- except FileNotFoundError:
- print("Mimic 3 is not installed or not found in PATH.")
- except subprocess.CalledProcessError as e:
- print(f"Error generating speech: {e}")
- except Exception as e:
- print(f"An error occurred: {e}")
diff --git a/off_us.jsonl b/off_us.jsonl
new file mode 100644
index 0000000..01f0e9d
--- /dev/null
+++ b/off_us.jsonl
@@ -0,0 +1,51081 @@
+{"code":"6111242100992","product_name":"Perly","keywords":["cheese","cream","dairie","dairy","dessert","fermented","food","frai","fromage","fromages-frais-sucre","jaouda","milk","morocco","perly","product","yogurt"],"brands":"Jaouda","quantity":"85 g"}
+{"code":"6111242101180","product_name":"uht jaouda 1L","keywords":["1l","cow","dairie","gluten","homogenized","jaouda","milk","no","uht","whole"],"brands":"Jaouda","quantity":"1L"}
+{"code":"50184453","product_name":"Marmite Yeast Extract","keywords":["buttermilk","dairie","europeenne","extract","fermented","food","marmite","milk","product","spread","unilever","union","vegetalien","vegetarien","vegetarienne","verified","yeast","yeast-extract-spread"],"brands":"Marmite,Unilever","quantity":"250 g"}
+{"code":"6111099003897","product_name":"Margarine de table","keywords":["and","animal","beverage","butter","dairie","dairy","fat","food","lilia","margarine","milkfat","plant-based","salted","spread","spreadable","vegetable"],"brands":"lilia","quantity":"200 g"}
+{"code":"7622210449283","product_name":"Prince Chocolate Cookies","keywords":["35","aperitif","au","biscuit","charte-lu-harmony","chocolat","et","fourre","gateaux","gout","lu","parfum","prince","snack","sucre","triman"],"brands":"Lu","quantity":"300 g"}
+{"code":"3017620425035","product_name":"Nutella","keywords":["au","aux","cacao","chocolat","colorant","conservateur","et","ferrero","gluten","grasse","hydrogenee","matiere","noisette","nutella","pate","petit-dejeuner","produit","san","sucre","tartiner","triman","vegetarien"],"brands":"Ferrero","quantity":"1 kg"}
+{"code":"6111128000163","product_name":"Ain Saiss 33cl","keywords":["ain","boisson","danone","de","eau","eaux","et","minerale","naturelle","preparation","sais","source"],"brands":"Danone","quantity":"0.33 L"}
+{"code":"5025125000006","product_name":"Sourdough White Ciabattin Bread","keywords":["and","beverage","bread","cereal","ciabattin","european","food","great","jason","kingdom","non","plant-based","potatoe","sourdough","sourdough-bread","taste","union","united","vegan","vegetarian","white"],"brands":"Jason’s","quantity":"580 g"}
+{"code":"3017620422003","product_name":"Nutella","keywords":["au","aux","cacao","conservateur","et","ferrero","gluten","grasse","hydrogenee","matiere","noisette","nutella","pate","petit-dejeuner","produit","san","sucre","tartiner","triman","vegetarien"],"brands":"Ferrero","quantity":"400 g"}
+{"code":"6111203006653","product_name":"La hollandaise cheddar p64","keywords":["agrément","cheddar","cheddar-slice","cheese","cow","dairie","england","fermented","food","from","hollandaise","kingdom","la","ma","milk","product","sanitaire","the","united"],"brands":"la Hollandaise","quantity":"24 336g"}
+{"code":"6111029000118","product_name":"Cosumar Sucre En Lingot Pour Le Thé 1 kg","keywords":["cosumar","en","kg","le","lingot","maroc","morocco","pour","sucre","sugar","sweetener","the"],"brands":"COSUMAR","quantity":"1 kg 1000 g"}
+{"code":"5449000214799","product_name":"Coke Zero","keywords":["and","arome","artificially","beverage","carbonated","coca-cola","coke","cola","diet","drink","en","fabrique","france","grasse","hydrogenee","kosher","matiere","naturel","non-alcoholic","preparation","san","soda","soft","sweetened","triman","zero"],"brands":"Coca-Cola","quantity":"330 ml e"}
+{"code":"6111203001467","product_name":"margarine la prairie 225g","keywords":["225g","and","beverage","fat","food","la","margarine","plant-based","prairie","salted-spread","spread","spreadable","vegetable"],"brands":"la Prairie","quantity":"250g"}
+{"code":"5025125000129","product_name":"JASON'S SOURDOUGH 07 SUPERB SPROUTED GRAINS","keywords":["07","and","beverage","bread","cereal","food","grain","jason","no","no-additive","plant-based","potatoe","preservative","sourdough","sourdough-bread","sprouted","superb"],"brands":"JASON'S","quantity":"450 g"}
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